Обучающая выборка
Тестовая выборка
14149
ROWS
5290
0
DUPLICATES
0
10.8 MB
RAM
2.6 MB
87
FEATURES
53
0
CATEGORICAL
0
86
NUMERICAL
52
1
TEXT
1
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
1
<1%
-
-
2016-01-15 00:00:00
1
<1%
-
-
2017-08-17 08:59:59
1
<1%
-
-
2017-08-16 21:59:59
1
<1%
-
-
2017-08-16 22:59:59
1
<1%
-
-
2017-08-16 23:59:59
1
<1%
-
-
2017-08-17 00:59:59
1
<1%
-
-
2017-08-17 01:59:59
14,142
>99%
5,290
100%
(Other)
2
final.output.concentrate_ag
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,064
(>99%)
ZEROES:
58
(<1%)
MAX
16.0
95%
7.5
Q3
5.9
AVG
5.1
MEDIAN
5.0
Q1
4.2
5%
3.4
MIN
0.0
RANGE
16.0
IQR
1.65
STD
1.37
VAR
1.88
KURT.
3.62
SKEW
0.858
SUM
72,749
3
final.output.concentrate_pb
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,050
(>99%)
ZEROES:
58
(<1%)
MAX
17.0
95%
12.4
Q3
11.2
MEDIAN
10.3
AVG
10.1
Q1
9.3
5%
7.6
MIN
0.0
RANGE
17.0
IQR
1.87
STD
1.65
VAR
2.74
KURT.
6.80
SKEW
-1.51
SUM
143k
4
final.output.concentrate_sol
VALUES:
13,938
(99%)
MISSING:
211
(1%)
DISTINCT:
13,853
(98%)
ZEROES:
58
(<1%)
MAX
18.1
95%
14.8
Q3
10.5
AVG
9.2
MEDIAN
8.8
Q1
7.5
5%
5.7
MIN
0.0
RANGE
18.1
IQR
3.00
STD
2.79
VAR
7.79
KURT.
0.967
SKEW
0.362
SUM
128k
5
final.output.concentrate_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,065
(>99%)
ZEROES:
58
(<1%)
MAX
52.8
95%
48.1
Q3
46.2
MEDIAN
44.9
AVG
44.0
Q1
43.3
5%
38.1
MIN
0.0
RANGE
52.8
IQR
2.89
STD
4.91
VAR
24.1
KURT.
37.2
SKEW
-5.18
SUM
623k
6
final.output.recovery
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,008
(>99%)
ZEROES:
58
(<1%)
MAX
100
95%
79
Q3
72
MEDIAN
67
AVG
67
Q1
63
5%
50
MIN
0
RANGE
100
IQR
9.80
STD
10.3
VAR
106
KURT.
9.78
SKEW
-1.80
SUM
941k
7
final.output.tail_ag
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,062
(>99%)
ZEROES:
75
(<1%)
MAX
19.6
95%
13.5
Q3
11.0
AVG
9.6
MEDIAN
9.5
Q1
8.0
5%
6.7
MIN
0.0
RANGE
19.6
IQR
3.01
STD
2.32
VAR
5.38
KURT.
2.03
SKEW
-0.030
SUM
136k
8
final.output.tail_pb
VALUES:
14,049
(>99%)
MISSING:
100
(<1%)
DISTINCT:
13,962
(99%)
ZEROES:
75
(<1%)
MAX
5.64
95%
4.24
Q3
3.24
AVG
2.60
MEDIAN
2.59
Q1
1.91
5%
1.08
MIN
0.00
RANGE
5.64
IQR
1.34
STD
0.972
VAR
0.944
KURT.
-0.225
SKEW
0.100
SUM
36,489
9
final.output.tail_sol
VALUES:
14,144
(>99%)
MISSING:
5
(<1%)
DISTINCT:
14,057
(>99%)
ZEROES:
75
(<1%)
MAX
22.3
95%
16.5
Q3
11.9
MEDIAN
10.5
AVG
10.5
Q1
8.8
5%
5.9
MIN
0.0
RANGE
22.3
IQR
3.12
STD
3.00
VAR
9.02
KURT.
1.73
SKEW
0.195
SUM
149k
10
final.output.tail_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,062
(>99%)
ZEROES:
75
(<1%)
MAX
8.20
95%
4.38
Q3
3.43
AVG
2.92
MEDIAN
2.85
Q1
2.37
5%
1.62
MIN
0.00
RANGE
8.20
IQR
1.07
STD
0.904
VAR
0.817
KURT.
2.10
SKEW
0.474
SUM
41,293
11
primary_cleaner.input.sulfate
VALUES:
14,129
(>99%)
5,286
(>99%)
MISSING:
20
(<1%)
4
(<1%)
DISTINCT:
14,129
(>99%)
5,286
(>99%)
ZEROES:
---
---
MAX
250
266
95%
200
238
Q3
160
208
AVG
133
175
MEDIAN
133
178
Q1
107
147
5%
68
102
MIN
0
3
RANGE
250
263
IQR
52.8
61.0
STD
39.4
43.0
VAR
1,555
1,851
KURT.
-0.116
0.136
SKEW
-0.051
-0.512
SUM
1.9M
924k
12
primary_cleaner.input.depressant
VALUES:
14,117
(>99%)
5,285
(>99%)
MISSING:
32
(<1%)
5
(<1%)
DISTINCT:
14,108
(>99%)
5,285
(>99%)
ZEROES:
10
(<1%)
---
MAX
20.1
40.0
95%
15.0
15.0
Q3
11.5
10.0
AVG
8.9
8.7
MEDIAN
8.0
8.1
Q1
6.0
6.5
5%
4.0
4.5
MIN
0.0
0.0
RANGE
20.1
40.0
IQR
5.48
3.54
STD
3.36
3.07
VAR
11.3
9.44
KURT.
-0.348
2.27
SKEW
0.422
0.897
SUM
125k
45,893
13
primary_cleaner.input.feed_size
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
3,732
(26%)
1,537
(29%)
ZEROES:
---
---
MAX
10.47
15.50
95%
8.38
8.27
Q3
7.70
7.60
AVG
7.32
7.27
MEDIAN
7.29
7.25
Q1
6.96
6.89
5%
6.41
6.30
MIN
1.08
5.65
RANGE
9.39
9.85
IQR
0.740
0.710
STD
0.614
0.610
VAR
0.377
0.372
KURT.
6.24
7.29
SKEW
-0.478
0.805
SUM
104k
38,439
14
primary_cleaner.input.xanthate
VALUES:
14,049
(>99%)
5,286
(>99%)
MISSING:
100
(<1%)
4
(<1%)
DISTINCT:
14,049
(>99%)
5,286
(>99%)
ZEROES:
---
---
MAX
2.51
4.10
95%
1.59
2.50
Q3
1.10
1.80
MEDIAN
0.89
1.20
AVG
0.89
1.38
Q1
0.61
0.91
5%
0.31
0.61
MIN
0.00
0.00
RANGE
2.51
4.10
IQR
0.494
0.890
STD
0.373
0.643
VAR
0.139
0.414
KURT.
0.087
1.57
SKEW
0.400
1.15
SUM
12,442
7,315
15
primary_cleaner.output.concentrate_ag
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,950
(99%)
ZEROES:
74
(<1%)
MAX
16.1
95%
11.1
Q3
9.5
MEDIAN
8.2
AVG
8.2
Q1
7.1
5%
5.3
MIN
0.0
RANGE
16.1
IQR
2.40
STD
2.01
VAR
4.02
KURT.
3.18
SKEW
-0.953
SUM
116k
16
primary_cleaner.output.concentrate_pb
VALUES:
14,063
(>99%)
MISSING:
86
(<1%)
DISTINCT:
13,856
(98%)
ZEROES:
74
(<1%)
MAX
17.1
95%
13.5
Q3
11.3
MEDIAN
9.9
AVG
9.6
Q1
8.3
5%
4.7
MIN
0.0
RANGE
17.1
IQR
2.98
STD
2.69
VAR
7.26
KURT.
1.58
SKEW
-0.872
SUM
135k
17
primary_cleaner.output.concentrate_sol
VALUES:
13,863
(98%)
MISSING:
286
(2%)
DISTINCT:
13,662
(97%)
ZEROES:
74
(<1%)
MAX
22.3
95%
17.1
Q3
13.1
AVG
10.1
MEDIAN
9.7
Q1
7.5
5%
3.5
MIN
0.0
RANGE
22.3
IQR
5.56
STD
4.06
VAR
16.5
KURT.
-0.226
SKEW
0.055
SUM
140k
18
primary_cleaner.output.concentrate_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,950
(99%)
ZEROES:
74
(<1%)
MAX
45.9
95%
38.6
Q3
35.3
MEDIAN
33.2
AVG
32.4
Q1
30.9
5%
25.0
MIN
0.0
RANGE
45.9
IQR
4.47
STD
5.80
VAR
33.6
KURT.
14.2
SKEW
-3.14
SUM
458k
19
primary_cleaner.output.tail_ag
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,063
(>99%)
ZEROES:
68
(<1%)
MAX
29.5
95%
23.0
Q3
18.5
AVG
16.3
MEDIAN
15.8
Q1
13.9
5%
11.6
MIN
0.0
RANGE
29.5
IQR
4.58
STD
3.74
VAR
14.0
KURT.
1.99
SKEW
0.088
SUM
231k
20
primary_cleaner.output.tail_pb
VALUES:
14,134
(>99%)
MISSING:
15
(<1%)
DISTINCT:
14,049
(>99%)
ZEROES:
68
(<1%)
MAX
9.63
95%
6.34
Q3
4.25
AVG
3.44
MEDIAN
3.22
Q1
2.42
5%
1.37
MIN
0.00
RANGE
9.63
IQR
1.83
STD
1.49
VAR
2.22
KURT.
0.640
SKEW
0.732
SUM
48,669
21
primary_cleaner.output.tail_sol
VALUES:
14,103
(>99%)
MISSING:
46
(<1%)
DISTINCT:
14,018
(>99%)
ZEROES:
68
(<1%)
MAX
20.6
95%
10.7
Q3
8.9
MEDIAN
7.7
AVG
7.5
Q1
6.3
5%
3.7
MIN
0.0
RANGE
20.6
IQR
2.58
STD
2.13
VAR
4.55
KURT.
0.923
SKEW
-0.474
SUM
106k
22
primary_cleaner.output.tail_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,064
(>99%)
ZEROES:
68
(<1%)
MAX
17.8
95%
6.7
Q3
4.5
AVG
3.8
MEDIAN
3.5
Q1
2.9
5%
2.0
MIN
0.0
RANGE
17.8
IQR
1.62
STD
1.60
VAR
2.57
KURT.
8.30
SKEW
1.97
SUM
54,327
23
primary_cleaner.state.floatbank8_a_air
VALUES:
14,145
(>99%)
5,290
(100%)
MISSING:
4
(<1%)
---
DISTINCT:
14,145
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
2,080
2,103
95%
1,790
1,699
Q3
1,700
1,602
AVG
1,608
1,539
MEDIAN
1,602
1,585
Q1
1,596
1,499
5%
1,353
1,300
MIN
0
0
RANGE
2,080
2,103
IQR
104
103
STD
128
117
VAR
16,485
13,642
KURT.
7.35
13.1
SKEW
-1.56
-1.68
SUM
22.7M
8.1M
24
primary_cleaner.state.floatbank8_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-330
-57
95%
-400
-492
Q3
-499
-500
AVG
-489
-498
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-502
MIN
-799
-795
RANGE
469
738
IQR
0.909
0.788
STD
35.7
20.0
VAR
1,275
398
KURT.
8.13
105
SKEW
2.11
3.36
SUM
-6.9M
-2.6M
25
primary_cleaner.state.floatbank8_b_air
VALUES:
14,145
(>99%)
5,290
(100%)
MISSING:
4
(<1%)
---
DISTINCT:
14,145
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
2,115
1,813
95%
1,784
1,701
Q3
1,700
1,602
AVG
1,609
1,545
MEDIAN
1,602
1,596
Q1
1,559
1,499
5%
1,352
1,300
MIN
0
0
RANGE
2,115
1,813
IQR
141
103
STD
131
122
VAR
17,191
14,939
KURT.
6.54
10.7
SKEW
-1.52
-1.50
SUM
22.8M
8.2M
26
primary_cleaner.state.floatbank8_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-347
-143
95%
-400
-478
Q3
-499
-499
AVG
-489
-500
MEDIAN
-500
-500
Q1
-500
-501
5%
-501
-517
MIN
-740
-800
RANGE
393
657
IQR
0.986
1.41
STD
33.6
33.0
VAR
1,129
1,087
KURT.
5.85
45.8
SKEW
2.44
-3.83
SUM
-6.9M
-2.6M
27
primary_cleaner.state.floatbank8_c_air
VALUES:
14,147
(>99%)
5,290
(100%)
MISSING:
2
(<1%)
---
DISTINCT:
14,147
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
2,013
1,715
95%
1,798
1,700
Q3
1,700
1,601
AVG
1,609
1,527
MEDIAN
1,602
1,550
Q1
1,550
1,473
5%
1,354
1,299
MIN
0
0
RANGE
2,013
1,715
IQR
151
128
STD
134
123
VAR
18,028
15,016
KURT.
8.63
12.1
SKEW
-1.65
-1.57
SUM
22.8M
8.1M
28
primary_cleaner.state.floatbank8_c_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-347
-151
95%
-400
-485
Q3
-499
-499
AVG
-490
-498
MEDIAN
-500
-500
Q1
-501
-501
5%
-505
-510
MIN
-800
-800
RANGE
453
649
IQR
1.80
2.02
STD
35.6
22.0
VAR
1,269
482
KURT.
9.85
60.4
SKEW
1.35
0.468
SUM
-6.9M
-2.6M
29
primary_cleaner.state.floatbank8_d_air
VALUES:
14,146
(>99%)
5,290
(100%)
MISSING:
3
(<1%)
---
DISTINCT:
14,146
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
2,399
1,913
95%
1,751
1,701
Q3
1,699
1,601
MEDIAN
1,600
1,595
AVG
1,542
1,545
Q1
1,453
1,499
5%
915
1,300
MIN
0
0
RANGE
2,399
1,913
IQR
247
101
STD
278
125
VAR
77,460
15,568
KURT.
4.65
11.0
SKEW
-1.18
-1.59
SUM
21.8M
8.2M
30
primary_cleaner.state.floatbank8_d_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-31
-159
95%
-398
-496
Q3
-498
-500
AVG
-483
-500
MEDIAN
-500
-500
Q1
-500
-500
5%
-505
-505
MIN
-800
-800
RANGE
769
641
IQR
1.98
0.845
STD
47.1
31.0
VAR
2,218
964
KURT.
11.0
49.4
SKEW
2.31
-3.80
SUM
-6.8M
-2.6M
31
rougher.calculation.sulfate_to_au_concentrate
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,148
(>99%)
ZEROES:
---
MAX
3.4M
95%
0.1M
Q3
0.0M
MEDIAN
0.0M
AVG
0.0M
Q1
0.0M
5%
0.0M
MIN
-42.2M
RANGE
45.7M
IQR
7,766
STD
380k
VAR
144.5B
KURT.
11,011
SKEW
-102
SUM
571.3M
32
rougher.calculation.floatbank10_sulfate_to_au_feed
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,148
(>99%)
ZEROES:
---
MAX
630k
95%
6k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
630k
IQR
1,189
STD
5,773
VAR
33.3M
KURT.
9,970
SKEW
94.8
SUM
48.9M
33
rougher.calculation.floatbank11_sulfate_to_au_feed
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,148
(>99%)
ZEROES:
---
MAX
719k
95%
5k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
719k
IQR
1,084
STD
6,753
VAR
45.6M
KURT.
9,329
SKEW
92.6
SUM
46.0M
34
rougher.calculation.au_pb_ratio
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,126
(>99%)
ZEROES:
---
MAX
39.4
95%
3.4
Q3
2.7
AVG
2.4
MEDIAN
2.2
Q1
2.0
5%
1.5
MIN
-0.0
RANGE
39.4
IQR
0.661
STD
0.874
VAR
0.763
KURT.
337
SKEW
11.5
SUM
33,495
35
rougher.input.feed_ag
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,126
(>99%)
5,283
(>99%)
ZEROES:
---
---
MAX
14.6
14.4
95%
12.1
12.2
Q3
9.9
10.7
AVG
8.6
9.4
MEDIAN
8.2
9.8
Q1
7.1
8.1
5%
6.1
5.8
MIN
0.0
0.6
RANGE
14.6
13.8
IQR
2.79
2.54
STD
1.90
1.93
VAR
3.60
3.71
KURT.
-0.112
-0.215
SKEW
0.511
-0.503
SUM
121k
49,578
36
rougher.input.feed_pb
VALUES:
14,049
(>99%)
5,290
(100%)
MISSING:
100
(<1%)
---
DISTINCT:
14,020
(>99%)
5,282
(>99%)
ZEROES:
---
---
MAX
7.14
6.91
95%
5.46
5.55
Q3
4.23
4.28
AVG
3.52
3.80
MEDIAN
3.42
3.74
Q1
2.78
3.24
5%
1.92
2.30
MIN
0.01
0.27
RANGE
7.13
6.63
IQR
1.45
1.04
STD
1.07
0.955
VAR
1.15
0.912
KURT.
-0.023
0.408
SKEW
0.252
0.150
SUM
49,492
20,092
37
rougher.input.feed_rate
VALUES:
14,141
(>99%)
5,287
(>99%)
MISSING:
8
(<1%)
3
(<1%)
DISTINCT:
14,141
(>99%)
5,287
(>99%)
ZEROES:
---
---
MAX
718
707
95%
601
649
Q3
547
575
MEDIAN
499
499
AVG
474
490
Q1
421
407
5%
284
320
MIN
0
0
RANGE
717
707
IQR
127
168
STD
104
108
VAR
10,824
11,672
KURT.
2.30
1.32
SKEW
-1.30
-0.717
SUM
6.7M
2.6M
38
rougher.input.feed_size
VALUES:
14,005
(99%)
5,289
(>99%)
MISSING:
144
(1%)
1
(<1%)
DISTINCT:
13,997
(99%)
5,289
(>99%)
ZEROES:
---
---
MAX
485
392
95%
85
86
Q3
66
62
AVG
60
56
MEDIAN
55
51
Q1
49
44
5%
42
41
MIN
10
0
RANGE
475
392
IQR
17.1
18.5
STD
22.4
19.1
VAR
503
364
KURT.
80.7
73.4
SKEW
6.97
5.80
SUM
842k
296k
39
rougher.input.feed_sol
VALUES:
14,071
(>99%)
5,269
(>99%)
MISSING:
78
(<1%)
21
(<1%)
DISTINCT:
14,043
(>99%)
5,260
(>99%)
ZEROES:
---
---
MAX
48.4
53.5
95%
42.9
44.6
Q3
39.4
41.6
MEDIAN
37.0
38.0
AVG
36.3
37.7
Q1
34.1
34.5
5%
27.9
28.5
MIN
0.0
1.4
RANGE
48.4
52.1
IQR
5.31
7.13
STD
4.96
5.49
VAR
24.6
30.2
KURT.
5.31
2.74
SKEW
-1.54
-0.720
SUM
511k
199k
40
rougher.input.feed_au
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,126
(>99%)
5,283
(>99%)
ZEROES:
---
---
MAX
13.1
13.7
95%
11.4
11.8
Q3
9.1
10.5
AVG
7.9
9.3
MEDIAN
7.6
9.6
Q1
6.6
8.2
5%
5.1
6.6
MIN
0.0
0.6
RANGE
13.1
13.2
IQR
2.47
2.26
STD
1.92
1.62
VAR
3.68
2.62
KURT.
0.237
0.165
SKEW
0.110
-0.473
SUM
111k
49,380
41
rougher.input.floatbank10_sulfate
VALUES:
14,120
(>99%)
5,285
(>99%)
MISSING:
29
(<1%)
5
(<1%)
DISTINCT:
14,120
(>99%)
5,285
(>99%)
ZEROES:
---
---
MAX
36.1
24.3
95%
17.0
18.0
Q3
13.6
17.0
AVG
11.8
13.9
MEDIAN
11.7
14.0
Q1
9.9
12.0
5%
6.8
8.5
MIN
0.0
0.0
RANGE
36.1
24.3
IQR
3.75
4.98
STD
3.28
3.35
VAR
10.8
11.2
KURT.
3.11
1.50
SKEW
0.684
-0.657
SUM
166k
73,228
42
rougher.input.floatbank10_xanthate
VALUES:
14,141
(>99%)
5,290
(100%)
MISSING:
8
(<1%)
---
DISTINCT:
14,141
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
9.70
8.91
95%
7.60
8.10
Q3
6.60
7.09
MEDIAN
5.95
6.50
AVG
5.85
6.47
Q1
5.12
6.00
5%
4.20
5.30
MIN
0.00
0.00
RANGE
9.70
8.91
IQR
1.49
1.09
STD
1.10
1.07
VAR
1.22
1.13
KURT.
2.03
12.7
SKEW
-0.558
-2.30
SUM
82,789
34,214
43
rougher.input.floatbank11_sulfate
VALUES:
14,113
(>99%)
5,282
(>99%)
MISSING:
36
(<1%)
8
(<1%)
DISTINCT:
14,113
(>99%)
5,282
(>99%)
ZEROES:
---
---
MAX
38.0
24.3
95%
17.0
18.0
Q3
13.5
17.0
MEDIAN
11.4
14.0
AVG
11.4
13.9
Q1
9.5
12.0
5%
5.4
8.7
MIN
0.0
0.0
RANGE
38.0
24.3
IQR
3.99
4.96
STD
3.74
3.22
VAR
14.0
10.4
KURT.
2.69
0.911
SKEW
-0.245
-0.474
SUM
160k
73,538
44
rougher.input.floatbank11_xanthate
VALUES:
13,721
(97%)
5,265
(>99%)
MISSING:
428
(3%)
25
(<1%)
DISTINCT:
13,706
(97%)
5,265
(>99%)
ZEROES:
---
---
MAX
9.70
8.62
95%
7.60
8.09
Q3
6.70
7.09
MEDIAN
6.00
6.50
AVG
5.89
6.51
Q1
5.20
6.00
5%
4.25
5.34
MIN
0.00
0.01
RANGE
9.70
8.61
IQR
1.50
1.09
STD
1.12
0.887
VAR
1.26
0.787
KURT.
2.29
5.35
SKEW
-0.641
-0.822
SUM
80,874
34,286
45
rougher.output.concentrate_ag
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,829
(98%)
ZEROES:
297
(2%)
MAX
24.5
95%
15.6
Q3
13.4
AVG
11.8
MEDIAN
11.7
Q1
10.5
5%
8.6
MIN
0.0
RANGE
24.5
IQR
2.94
STD
2.73
VAR
7.46
KURT.
5.85
SKEW
-1.48
SUM
167k
46
rougher.output.concentrate_pb
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,803
(98%)
ZEROES:
297
(2%)
MAX
13.6
95%
10.6
Q3
8.6
MEDIAN
7.8
AVG
7.7
Q1
6.9
5%
5.2
MIN
0.0
RANGE
13.6
IQR
1.75
STD
1.86
VAR
3.45
KURT.
4.92
SKEW
-1.25
SUM
108k
47
rougher.output.concentrate_sol
VALUES:
14,127
(>99%)
MISSING:
22
(<1%)
DISTINCT:
13,615
(96%)
ZEROES:
297
(2%)
MAX
38.4
95%
35.1
Q3
31.7
MEDIAN
29.3
AVG
28.3
Q1
26.7
5%
18.6
MIN
0.0
RANGE
38.4
IQR
5.04
STD
6.10
VAR
37.2
KURT.
8.63
SKEW
-2.48
SUM
400k
48
rougher.output.concentrate_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,829
(98%)
ZEROES:
297
(2%)
MAX
28.1
95%
23.4
Q3
21.4
MEDIAN
19.9
AVG
19.4
Q1
18.4
5%
15.0
MIN
0.0
RANGE
28.1
IQR
2.96
STD
3.77
VAR
14.2
KURT.
13.3
SKEW
-3.07
SUM
275k
49
rougher.output.recovery
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,831
(98%)
ZEROES:
297
(2%)
MAX
100
95%
95
Q3
90
MEDIAN
85
AVG
83
Q1
80
5%
67
MIN
0
RANGE
100
IQR
10.2
STD
14.5
VAR
210
KURT.
20.0
SKEW
-4.04
SUM
1.2M
50
rougher.output.tail_ag
VALUES:
14,148
(>99%)
MISSING:
1
(<1%)
DISTINCT:
14,114
(>99%)
ZEROES:
---
MAX
12.7
95%
7.0
Q3
6.3
MEDIAN
5.7
AVG
5.6
Q1
4.9
5%
3.6
MIN
0.6
RANGE
12.1
IQR
1.39
STD
1.04
VAR
1.08
KURT.
0.187
SKEW
-0.347
SUM
78,764
51
rougher.output.tail_pb
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,126
(>99%)
ZEROES:
---
MAX
3.78
95%
1.10
Q3
0.79
AVG
0.65
MEDIAN
0.63
Q1
0.47
5%
0.29
MIN
0.01
RANGE
3.77
IQR
0.320
STD
0.264
VAR
0.070
KURT.
6.48
SKEW
1.30
SUM
9,243
52
rougher.output.tail_sol
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,041
(>99%)
ZEROES:
---
MAX
66.1
95%
23.1
Q3
19.9
MEDIAN
18.0
AVG
17.9
Q1
15.7
5%
12.3
MIN
10.0
RANGE
56.1
IQR
4.25
STD
3.43
VAR
11.8
KURT.
19.3
SKEW
1.56
SUM
253k
53
rougher.output.tail_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
14,116
(>99%)
ZEROES:
---
MAX
9.69
95%
2.91
Q3
2.19
AVG
1.76
MEDIAN
1.75
Q1
1.31
5%
0.60
MIN
0.02
RANGE
9.67
IQR
0.876
STD
0.713
VAR
0.509
KURT.
3.59
SKEW
0.655
SUM
24,866
54
rougher.state.floatbank10_a_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
1,522
1,423
95%
1,402
1,301
Q3
1,300
1,006
AVG
1,125
1,053
MEDIAN
1,002
1,000
Q1
1,000
999
5%
996
994
MIN
-0
-0
RANGE
1,522
1,423
IQR
300
7.05
STD
169
121
VAR
28,666
14,675
KURT.
-0.435
4.11
SKEW
0.486
0.786
SUM
15.9M
5.6M
55
rougher.state.floatbank10_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-281
-274
95%
-300
-300
Q3
-300
-300
MEDIAN
-300
-400
AVG
-369
-396
Q1
-500
-500
5%
-500
-500
MIN
-650
-658
RANGE
369
384
IQR
200
200
STD
94.0
91.1
VAR
8,827
8,297
KURT.
-1.41
-1.52
SKEW
-0.688
-0.226
SUM
-5.2M
-2.1M
56
rougher.state.floatbank10_b_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
1,809
1,707
95%
1,603
1,599
Q3
1,450
1,434
AVG
1,321
1,319
MEDIAN
1,301
1,302
Q1
1,199
1,201
5%
1,001
1,049
MIN
-1
-1
RANGE
1,810
1,707
IQR
250
233
STD
183
156
VAR
33,546
24,477
KURT.
-0.115
1.24
SKEW
-0.006
-0.339
SUM
18.7M
7.0M
57
rougher.state.floatbank10_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-296
-298
95%
-350
-400
Q3
-400
-451
AVG
-464
-475
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-501
MIN
-650
-650
RANGE
354
352
IQR
99.8
49.5
STD
57.4
45.6
VAR
3,295
2,084
KURT.
0.328
1.48
SKEW
1.22
1.42
SUM
-6.6M
-2.5M
58
rougher.state.floatbank10_c_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
2,499
1,731
95%
1,602
1,599
Q3
1,450
1,407
MEDIAN
1,300
1,300
AVG
1,299
1,302
Q1
1,103
1,200
5%
904
1,000
MIN
-0
-0
RANGE
2,499
1,731
IQR
347
207
STD
213
171
VAR
45,541
29,333
KURT.
1.28
0.490
SKEW
0.223
-0.320
SUM
18.4M
6.9M
59
rougher.state.floatbank10_c_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-292
-298
95%
-350
-399
Q3
-401
-451
AVG
-465
-475
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-501
MIN
-641
-648
RANGE
349
350
IQR
99.5
49.1
STD
55.9
45.9
VAR
3,125
2,103
KURT.
0.251
1.54
SKEW
1.19
1.52
SUM
-6.6M
-2.5M
60
rougher.state.floatbank10_d_air
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
ZEROES:
---
---
MAX
1,817
1,775
95%
1,597
1,493
Q3
1,344
1,391
AVG
1,210
1,215
MEDIAN
1,201
1,207
Q1
1,060
1,093
5%
848
894
MIN
-1
-1
RANGE
1,818
1,776
IQR
285
298
STD
210
186
VAR
44,281
34,508
KURT.
-0.216
-0.056
SKEW
0.071
-0.537
SUM
17.1M
6.4M
61
rougher.state.floatbank10_d_level
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
ZEROES:
---
---
MAX
-208
-76
95%
-350
-399
Q3
-401
-452
AVG
-465
-476
MEDIAN
-499
-500
Q1
-500
-500
5%
-502
-502
MIN
-641
-648
RANGE
432
572
IQR
99.3
48.0
STD
55.8
47.8
VAR
3,110
2,289
KURT.
0.245
2.42
SKEW
1.18
1.33
SUM
-6.6M
-2.5M
62
rougher.state.floatbank10_e_air
VALUES:
13,713
(97%)
5,290
(100%)
MISSING:
436
(3%)
---
DISTINCT:
13,713
(97%)
5,290
(100%)
ZEROES:
---
---
MAX
1,923
1,467
95%
1,449
1,300
Q3
1,200
1,101
AVG
1,090
1,057
MEDIAN
1,050
1,047
Q1
997
999
5%
802
849
MIN
-2
-2
RANGE
1,925
1,469
IQR
203
102
STD
185
132
VAR
34,081
17,304
KURT.
0.528
1.34
SKEW
0.618
0.159
SUM
15.0M
5.6M
63
rougher.state.floatbank10_e_level
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
ZEROES:
---
---
MAX
-272
-140
95%
-350
-300
Q3
-401
-451
AVG
-465
-469
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-501
MIN
-649
-649
RANGE
377
510
IQR
99.7
49.2
STD
56.6
59.3
VAR
3,204
3,520
KURT.
0.269
2.26
SKEW
1.15
1.81
SUM
-6.6M
-2.5M
64
rougher.state.floatbank10_f_air
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
ZEROES:
---
---
MAX
1,706
1,477
95%
1,401
1,202
Q3
1,100
1,050
AVG
1,035
998
MEDIAN
1,000
999
Q1
901
901
5%
801
800
MIN
-2
-3
RANGE
1,709
1,479
IQR
199
149
STD
175
128
VAR
30,643
16,440
KURT.
1.74
2.29
SKEW
1.13
0.346
SUM
14.7M
5.3M
65
rougher.state.floatbank10_f_level
VALUES:
14,149
(100%)
5,290
(100%)
MISSING:
---
---
DISTINCT:
14,149
(100%)
5,290
(100%)
ZEROES:
---
---
MAX
-192
-250
95%
-350
-301
Q3
-401
-452
AVG
-465
-470
MEDIAN
-499
-500
Q1
-500
-501
5%
-502
-502
MIN
-650
-650
RANGE
458
400
IQR
99.5
48.6
STD
56.6
60.8
VAR
3,209
3,692
KURT.
0.260
2.19
SKEW
1.15
1.52
SUM
-6.6M
-2.5M
66
secondary_cleaner.output.tail_ag
VALUES:
14,147
(>99%)
MISSING:
2
(<1%)
DISTINCT:
13,403
(95%)
ZEROES:
739
(5%)
MAX
23.3
95%
19.3
Q3
17.2
MEDIAN
15.4
AVG
14.3
Q1
12.2
5%
0.0
MIN
0.0
RANGE
23.3
IQR
5.05
STD
4.48
VAR
20.0
KURT.
3.06
SKEW
-1.64
SUM
202k
67
secondary_cleaner.output.tail_pb
VALUES:
14,139
(>99%)
MISSING:
10
(<1%)
DISTINCT:
13,393
(95%)
ZEROES:
739
(5%)
MAX
17.0
95%
10.7
Q3
7.8
AVG
5.8
MEDIAN
5.4
Q1
4.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
3.82
STD
2.86
VAR
8.19
KURT.
0.124
SKEW
0.234
SUM
82,697
68
secondary_cleaner.output.tail_sol
VALUES:
12,544
(89%)
MISSING:
1,605
(11%)
DISTINCT:
11,802
(83%)
ZEROES:
739
(5%)
MAX
18.0
95%
12.9
Q3
10.5
MEDIAN
7.3
AVG
6.9
Q1
3.2
5%
0.0
MIN
0.0
RANGE
18.0
IQR
7.32
STD
4.16
VAR
17.3
KURT.
-1.18
SKEW
-0.099
SUM
87,039
69
secondary_cleaner.output.tail_au
VALUES:
14,149
(100%)
MISSING:
---
DISTINCT:
13,405
(95%)
ZEROES:
739
(5%)
MAX
26.8
95%
8.1
Q3
4.9
AVG
4.2
MEDIAN
4.0
Q1
3.2
5%
0.0
MIN
0.0
RANGE
26.8
IQR
1.73
STD
2.39
VAR
5.71
KURT.
16.9
SKEW
2.71
SUM
60,090
70
secondary_cleaner.state.floatbank2_a_air
VALUES:
13,932
(98%)
5,287
(>99%)
MISSING:
217
(2%)
3
(<1%)
DISTINCT:
13,931
(98%)
5,287
(>99%)
ZEROES:
---
---
MAX
52.7
32.1
95%
35.1
31.9
Q3
34.9
28.1
MEDIAN
30.0
26.9
AVG
29.6
26.3
Q1
25.1
24.9
5%
24.7
21.9
MIN
0.1
0.2
RANGE
52.6
31.9
IQR
9.79
3.15
STD
5.80
3.43
VAR
33.6
11.8
KURT.
6.16
10.5
SKEW
-1.84
-1.88
SUM
413k
139k
71
secondary_cleaner.state.floatbank2_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-128
-300
95%
-400
-499
Q3
-500
-500
MEDIAN
-500
-500
AVG
-502
-503
Q1
-500
-500
5%
-504
-501
MIN
-800
-784
RANGE
672
484
IQR
0.656
0.415
STD
60.3
28.8
VAR
3,634
827
KURT.
15.5
78.3
SKEW
-3.04
-8.56
SUM
-7.1M
-2.7M
72
secondary_cleaner.state.floatbank2_b_air
VALUES:
14,128
(>99%)
5,288
(>99%)
MISSING:
21
(<1%)
2
(<1%)
DISTINCT:
13,993
(99%)
5,288
(>99%)
ZEROES:
8
(<1%)
---
MAX
35.2
28.2
95%
31.9
27.1
Q3
28.9
25.0
MEDIAN
27.0
22.9
AVG
24.9
21.9
Q1
22.0
20.0
5%
15.0
12.0
MIN
0.0
0.0
RANGE
35.2
28.2
IQR
6.89
4.98
STD
5.99
4.35
VAR
35.9
19.0
KURT.
3.63
1.93
SKEW
-1.63
-1.24
SUM
352k
116k
73
secondary_cleaner.state.floatbank2_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-212
-212
95%
-400
-499
Q3
-500
-500
MEDIAN
-500
-500
AVG
-504
-502
Q1
-500
-500
5%
-507
-501
MIN
-800
-798
RANGE
588
586
IQR
0.507
0.386
STD
62.8
34.6
VAR
3,949
1,196
KURT.
12.6
55.5
SKEW
-2.75
-5.40
SUM
-7.1M
-2.7M
74
secondary_cleaner.state.floatbank3_a_air
VALUES:
14,145
(>99%)
5,281
(>99%)
MISSING:
4
(<1%)
9
(<1%)
DISTINCT:
14,142
(>99%)
5,212
(99%)
ZEROES:
1
(<1%)
1
(<1%)
MAX
44.3
40.0
95%
38.0
33.1
Q3
35.0
30.0
AVG
29.2
25.4
MEDIAN
28.0
25.0
Q1
25.0
23.0
5%
20.0
12.1
MIN
0.0
0.0
RANGE
44.3
40.0
IQR
10.00
7.02
STD
5.64
6.53
VAR
31.8
42.6
KURT.
-0.672
3.92
SKEW
0.009
-1.49
SUM
414k
134k
75
secondary_cleaner.state.floatbank3_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-192
-314
95%
-400
-499
Q3
-437
-500
AVG
-478
-507
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-502
MIN
-800
-800
RANGE
608
486
IQR
63.3
0.518
STD
54.7
47.6
VAR
2,987
2,268
KURT.
7.68
32.5
SKEW
-0.934
-5.75
SUM
-6.8M
-2.7M
76
secondary_cleaner.state.floatbank3_b_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,145
(>99%)
5,173
(98%)
ZEROES:
1
(<1%)
---
MAX
35.1
32.0
95%
32.0
31.0
Q3
26.0
27.0
AVG
22.7
21.0
MEDIAN
22.0
21.0
Q1
19.9
18.0
5%
14.1
8.1
MIN
0.0
0.0
RANGE
35.1
32.0
IQR
6.02
9.01
STD
5.00
6.74
VAR
25.0
45.4
KURT.
0.196
0.689
SKEW
0.168
-0.651
SUM
321k
111k
77
secondary_cleaner.state.floatbank3_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-160
-202
95%
-400
-499
Q3
-500
-500
AVG
-489
-507
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-502
MIN
-759
-809
RANGE
599
607
IQR
0.353
0.255
STD
41.9
44.5
VAR
1,758
1,983
KURT.
14.2
25.9
SKEW
-0.095
-4.32
SUM
-6.9M
-2.7M
78
secondary_cleaner.state.floatbank4_a_air
VALUES:
14,143
(>99%)
5,290
(100%)
MISSING:
6
(<1%)
---
DISTINCT:
14,143
(>99%)
5,280
(>99%)
ZEROES:
1
(<1%)
---
MAX
30.1
30.1
95%
30.0
21.0
Q3
25.0
18.0
MEDIAN
20.0
17.0
AVG
20.0
16.3
Q1
15.0
14.0
5%
10.1
10.0
MIN
0.0
0.0
RANGE
30.1
30.1
IQR
10.0
4.00
STD
5.66
3.49
VAR
32.0
12.2
KURT.
-0.958
1.73
SKEW
0.015
-1.08
SUM
283k
86,333
79
secondary_cleaner.state.floatbank4_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-245
-402
95%
-399
-497
Q3
-477
-499
AVG
-479
-505
MEDIAN
-500
-500
Q1
-501
-501
5%
-505
-510
MIN
-800
-800
RANGE
554
398
IQR
23.2
1.46
STD
50.7
31.4
VAR
2,574
988
KURT.
6.14
58.6
SKEW
-0.471
-7.29
SUM
-6.8M
-2.7M
80
secondary_cleaner.state.floatbank4_b_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,144
(>99%)
5,270
(>99%)
ZEROES:
1
(<1%)
---
MAX
24.0
31.3
95%
23.0
18.9
Q3
20.1
16.0
AVG
15.5
13.7
MEDIAN
15.0
15.0
Q1
11.9
12.0
5%
8.0
7.0
MIN
0.0
0.0
RANGE
24.0
31.3
IQR
8.16
3.93
STD
5.26
3.43
VAR
27.6
11.8
KURT.
-1.12
1.35
SKEW
0.068
-1.11
SUM
219k
72,660
81
secondary_cleaner.state.floatbank4_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,146
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-145
-7
95%
-380
-346
Q3
-400
-401
AVG
-460
-463
MEDIAN
-499
-500
Q1
-500
-500
5%
-504
-505
MIN
-800
-801
RANGE
655
794
IQR
100
99.4
STD
58.8
86.2
VAR
3,463
7,429
KURT.
3.34
6.89
SKEW
-0.461
1.64
SUM
-6.5M
-2.5M
82
secondary_cleaner.state.floatbank5_a_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
43.7
25.3
95%
26.0
17.4
Q3
21.3
15.1
MEDIAN
17.9
13.0
AVG
16.8
12.8
Q1
11.1
10.9
5%
8.7
8.0
MIN
-0.4
0.1
RANGE
44.1
25.2
IQR
10.3
4.18
STD
5.83
3.03
VAR
34.0
9.16
KURT.
-0.694
-1.01
SKEW
0.247
0.085
SUM
237k
67,734
83
secondary_cleaner.state.floatbank5_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-275
-244
95%
-400
-496
Q3
-488
-499
AVG
-484
-501
MEDIAN
-500
-500
Q1
-500
-501
5%
-503
-504
MIN
-797
-797
RANGE
522
553
IQR
12.7
1.44
STD
37.9
18.0
VAR
1,436
322
KURT.
4.38
78.1
SKEW
1.26
-4.13
SUM
-6.8M
-2.7M
84
secondary_cleaner.state.floatbank5_b_air
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
27.9
14.1
95%
24.0
14.0
Q3
18.0
12.0
AVG
13.1
9.9
MEDIAN
12.0
10.0
Q1
9.0
8.0
5%
5.0
4.9
MIN
0.6
0.5
RANGE
27.3
13.6
IQR
8.99
3.96
STD
5.77
2.87
VAR
33.2
8.23
KURT.
-0.826
-0.147
SKEW
0.514
-0.525
SUM
185k
52,271
85
secondary_cleaner.state.floatbank5_b_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-157
-138
95%
-400
-481
Q3
-453
-500
AVG
-484
-496
MEDIAN
-500
-500
Q1
-500
-500
5%
-501
-501
MIN
-800
-800
RANGE
643
662
IQR
46.9
0.475
STD
39.2
34.5
VAR
1,537
1,193
KURT.
8.67
49.1
SKEW
0.499
5.24
SUM
-6.8M
-2.6M
86
secondary_cleaner.state.floatbank6_a_air
VALUES:
14,147
(>99%)
5,290
(100%)
MISSING:
2
(<1%)
---
DISTINCT:
14,147
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
32.2
26.7
95%
30.0
25.0
Q3
25.0
21.0
MEDIAN
20.0
16.0
AVG
19.6
17.3
Q1
15.0
14.0
5%
11.0
10.0
MIN
0.2
-0.1
RANGE
32.0
26.8
IQR
10.0
7.02
STD
5.76
4.54
VAR
33.2
20.6
KURT.
-0.940
-0.781
SKEW
0.093
-0.193
SUM
277k
91,543
87
secondary_cleaner.state.floatbank6_a_level
VALUES:
14,148
(>99%)
5,290
(100%)
MISSING:
1
(<1%)
---
DISTINCT:
14,148
(>99%)
5,290
(100%)
ZEROES:
---
---
MAX
-104
-123
95%
-497
-497
Q3
-500
-499
MEDIAN
-500
-500
AVG
-507
-502
Q1
-501
-501
5%
-600
-504
MIN
-809
-810
RANGE
705
686
IQR
1.21
1.32
STD
37.1
39.0
VAR
1,375
1,524
KURT.
14.5
44.3
SKEW
-1.94
-1.000
SUM
-7.2M
-2.7M
Associations
[Only including dataset "Обучающая выборка"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "Тестовая выборка"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date
MISSING:
---
---
1
<1%
-
-
2016-01-15 00:00:00
1
<1%
-
-
2017-08-17 08:59:59
1
<1%
-
-
2017-08-16 21:59:59
1
<1%
-
-
2017-08-16 22:59:59
1
<1%
-
-
2017-08-16 23:59:59
1
<1%
-
-
2017-08-17 00:59:59
1
<1%
-
-
2017-08-17 01:59:59
1
<1%
-
-
2017-08-17 02:59:59
1
<1%
-
-
2017-08-17 03:59:59
1
<1%
-
-
2017-08-17 04:59:59
1
<1%
-
-
2017-08-17 05:59:59
1
<1%
-
-
2017-08-17 06:59:59
1
<1%
-
-
2017-08-17 07:59:59
1
<1%
-
-
2017-08-17 09:59:59
1
<1%
-
-
2017-08-16 19:59:59
1
<1%
-
-
2017-08-17 10:59:59
1
<1%
-
-
2017-08-17 11:59:59
1
<1%
-
-
2017-08-17 12:59:59
1
<1%
-
-
2017-08-17 13:59:59
1
<1%
-
-
2017-08-17 14:59:59
1
<1%
-
-
2017-08-17 15:59:59
1
<1%
-
-
2017-08-17 16:59:59
1
<1%
-
-
2017-08-17 17:59:59
1
<1%
-
-
2017-08-17 18:59:59
1
<1%
-
-
2017-08-17 19:59:59
1
<1%
-
-
2017-08-17 20:59:59
1
<1%
-
-
2017-08-16 20:59:59
1
<1%
-
-
2017-08-16 18:59:59
1
<1%
-
-
2017-08-15 15:59:59
1
<1%
-
-
2017-08-16 04:59:59
1
<1%
-
-
2017-08-15 17:59:59
1
<1%
-
-
2017-08-15 18:59:59
1
<1%
-
-
2017-08-15 19:59:59
1
<1%
-
-
2017-08-15 20:59:59
1
<1%
-
-
2017-08-15 21:59:59
1
<1%
-
-
2017-08-15 22:59:59
1
<1%
-
-
2017-08-15 23:59:59
1
<1%
-
-
2017-08-16 00:59:59
1
<1%
-
-
2017-08-16 01:59:59
1
<1%
-
-
2017-08-16 02:59:59
1
<1%
-
-
2017-08-16 03:59:59
1
<1%
-
-
2017-08-16 05:59:59
1
<1%
-
-
2017-08-16 17:59:59
1
<1%
-
-
2017-08-16 06:59:59
1
<1%
-
-
2017-08-16 07:59:59
1
<1%
-
-
2017-08-16 08:59:59
1
<1%
-
-
2017-08-16 09:59:59
1
<1%
-
-
2017-08-16 10:59:59
1
<1%
-
-
2017-08-16 11:59:59
1
<1%
-
-
2017-08-16 12:59:59
1
<1%
-
-
2017-08-16 13:59:59
1
<1%
-
-
2017-08-16 14:59:59
1
<1%
-
-
2017-08-16 15:59:59
1
<1%
-
-
2017-08-16 16:59:59
1
<1%
-
-
2017-08-17 21:59:59
1
<1%
-
-
2017-08-17 22:59:59
1
<1%
-
-
2017-08-17 23:59:59
1
<1%
-
-
2017-08-19 20:59:59
1
<1%
-
-
2017-08-19 07:59:59
1
<1%
-
-
2017-08-19 08:59:59
14,089
>99%
5,290
100%
(Other)
final.output.concentrate_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_ag
0.50
rougher.input.feed_ag
0.42
final.output.concentrate_sol
0.35
primary_cleaner.output.concentrate_sol
0.32
secondary_cleaner.output.tail_pb
-0.31
final.output.tail_ag
0.29
rougher.output.concentrate_ag
0.29
rougher.input.feed_au
0.28
secondary_cleaner.state.floatbank5_a_level
0.23
secondary_cleaner.state.floatbank3_b_level
0.21
primary_cleaner.state.floatbank8_b_air
0.20
secondary_cleaner.state.floatbank5_b_level
0.20
rougher.calculation.au_pb_ratio
0.20
final.output.tail_au
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
58
0.4%
5.925379753112793
11
<0.1%
3.5545580387115483
7
<0.1%
5.4135475158691415
5
<0.1%
5.955403327941895
5
<0.1%
3.6360056400299072
3
<0.1%
3.132967472076416
2
<0.1%
2.931913802278062
1
<0.1%
3.3027987255535742
1
<0.1%
3.1442587947195606
1
<0.1%
3.8820632855177934
1
<0.1%
3.5588496599055666
1
<0.1%
3.259158280638504
1
<0.1%
3.619665306575975
1
<0.1%
4.062034433464796
1
<0.1%
SMALLEST VALUES
0.0
58
0.4%
0.0099999997764825
1
<0.1%
0.2890585602857491
1
<0.1%
0.3717834985700978
1
<0.1%
0.5946304664336528
1
<0.1%
0.6469874476194489
1
<0.1%
0.6861789281016718
1
<0.1%
0.7376998069755709
1
<0.1%
0.7655533771296422
1
<0.1%
0.7700529054646156
1
<0.1%
0.7873818285920892
1
<0.1%
0.8201798224752727
1
<0.1%
0.8653179814728779
1
<0.1%
0.8974550894393245
1
<0.1%
0.921183497299138
1
<0.1%
LARGEST VALUES
16.001945119452092
1
<0.1%
13.691698775559258
1
<0.1%
13.67350567498582
1
<0.1%
13.571230831150103
1
<0.1%
13.547756562793856
1
<0.1%
13.465578462887176
1
<0.1%
13.190233738336971
1
<0.1%
13.009474374998131
1
<0.1%
12.758169897128642
1
<0.1%
12.751869372787844
1
<0.1%
12.716730325247884
1
<0.1%
12.649241530785904
1
<0.1%
12.499122767194672
1
<0.1%
12.471993942404374
1
<0.1%
12.398406722235295
1
<0.1%
final.output.concentrate_pb
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_pb
0.47
primary_cleaner.output.concentrate_pb
0.39
rougher.calculation.au_pb_ratio
-0.36
rougher.input.feed_pb
0.32
final.output.concentrate_au
0.32
rougher.output.concentrate_ag
-0.27
final.output.tail_pb
0.24
secondary_cleaner.output.tail_pb
0.24
rougher.output.tail_sol
-0.22
primary_cleaner.input.xanthate
-0.18
rougher.input.feed_ag
-0.17
rougher.output.tail_pb
0.17
secondary_cleaner.state.floatbank3_b_air
0.14
primary_cleaner.output.tail_au
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
58
0.4%
14.7646484375
11
<0.1%
11.4521484375
8
<0.1%
12.2021484375
7
<0.1%
9.3896484375
6
<0.1%
11.5146484375
4
<0.1%
11.2021484375
3
<0.1%
9.4521484375
2
<0.1%
9.5771484375
2
<0.1%
9.2021484375
2
<0.1%
10.0146484375
2
<0.1%
10.12074220498403
2
<0.1%
11.8271484375
2
<0.1%
10.4521484375
2
<0.1%
11.6396484375
2
<0.1%
SMALLEST VALUES
0.0
58
0.4%
0.0099999997764825
1
<0.1%
0.3323912772231475
1
<0.1%
0.6293023448727197
1
<0.1%
1.2549340642370472
1
<0.1%
1.3887144364395994
1
<0.1%
1.5680467519081298
1
<0.1%
1.5881453924129407
1
<0.1%
1.6499795788360967
1
<0.1%
1.670745191127062
1
<0.1%
1.6865718231973437
1
<0.1%
1.8041933869207607
1
<0.1%
1.8127683739364149
1
<0.1%
1.866097077495522
1
<0.1%
1.8865607743461927
1
<0.1%
LARGEST VALUES
17.031899460483757
1
<0.1%
16.705296577252447
1
<0.1%
15.96220054599974
1
<0.1%
15.538095983370312
1
<0.1%
15.249981603357528
1
<0.1%
15.160976560910544
1
<0.1%
14.868753043810528
1
<0.1%
14.7956478383806
1
<0.1%
14.7646484375
11
<0.1%
14.751447217729355
1
<0.1%
14.593347679976787
1
<0.1%
14.574742821587456
1
<0.1%
14.55028647157881
1
<0.1%
14.539861784511142
1
<0.1%
14.507539863586423
1
<0.1%
final.output.concentrate_sol
MISSING:
211
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.46
rougher.input.feed_ag
0.45
primary_cleaner.output.tail_sol
0.39
primary_cleaner.output.concentrate_ag
0.36
final.output.concentrate_ag
0.35
primary_cleaner.input.sulfate
0.34
rougher.output.concentrate_ag
0.34
secondary_cleaner.output.tail_pb
-0.32
rougher.output.tail_ag
0.31
secondary_cleaner.state.floatbank6_a_level
-0.28
secondary_cleaner.state.floatbank4_a_level
0.27
secondary_cleaner.output.tail_sol
0.26
final.output.tail_pb
0.26
final.output.recovery
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
58
0.4%
6.66357421875
11
<0.1%
13.8271484375
7
<0.1%
8.731319427490233
5
<0.1%
8.010768890380861
5
<0.1%
8.2646484375
3
<0.1%
6.8086419105529785
3
<0.1%
8.515213140381707
1
<0.1%
8.81640749110116
1
<0.1%
8.553707324928707
1
<0.1%
8.32907824251387
1
<0.1%
9.423494246270922
1
<0.1%
8.447917662726509
1
<0.1%
8.880189785427518
1
<0.1%
9.392002557913464
1
<0.1%
SMALLEST VALUES
0.0
58
0.4%
0.0099999997764825
1
<0.1%
0.2532306941402041
1
<0.1%
0.2910987419226613
1
<0.1%
0.3605615923996407
1
<0.1%
0.389547784494401
1
<0.1%
0.4024899717266008
1
<0.1%
0.4753080980823789
1
<0.1%
0.5027210740530993
1
<0.1%
0.515755086155065
1
<0.1%
0.5491786617272171
1
<0.1%
0.5905898846534546
1
<0.1%
0.6040797413253071
1
<0.1%
0.6154354106013327
1
<0.1%
0.7189064514487432
1
<0.1%
LARGEST VALUES
18.12485093699561
1
<0.1%
18.046395007769267
1
<0.1%
18.038131205770704
1
<0.1%
18.01452906343672
1
<0.1%
17.996439566612242
1
<0.1%
17.94508413869903
1
<0.1%
17.922757030063202
1
<0.1%
17.879406044218275
1
<0.1%
17.85981709085289
1
<0.1%
17.84918571518527
1
<0.1%
17.847859827677407
1
<0.1%
17.796624229766685
1
<0.1%
17.77911402808295
1
<0.1%
17.7562687752067
1
<0.1%
17.73454972691006
1
<0.1%
final.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.concentrate_pb
0.32
final.output.recovery
0.25
rougher.input.feed_sol
0.24
primary_cleaner.output.concentrate_au
0.22
final.output.concentrate_sol
0.22
rougher.input.feed_rate
0.18
primary_cleaner.output.tail_ag
0.18
rougher.output.tail_au
-0.18
secondary_cleaner.output.tail_ag
0.18
secondary_cleaner.output.tail_pb
0.16
primary_cleaner.output.tail_au
-0.16
primary_cleaner.output.tail_pb
0.15
rougher.state.floatbank10_d_air
-0.13
rougher.state.floatbank10_a_level
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
58
0.4%
37.33684921264648
11
<0.1%
44.52821350097656
7
<0.1%
45.2706184387207
5
<0.1%
42.52793884277344
5
<0.1%
46.0852165222168
3
<0.1%
48.16656494140625
2
<0.1%
50.88023346726997
1
<0.1%
49.44725337250284
1
<0.1%
50.03228883082542
1
<0.1%
47.45135092854595
1
<0.1%
48.56151562522479
1
<0.1%
49.64687260891568
1
<0.1%
47.5976755148648
1
<0.1%
46.58759341938549
1
<0.1%
SMALLEST VALUES
0.0
58
0.4%
0.0099999997764825
1
<0.1%
1.063991517314682
1
<0.1%
1.482979107612286
1
<0.1%
3.5052673051342653
1
<0.1%
5.726149679346434
1
<0.1%
5.901387972485392
1
<0.1%
6.225457186668817
1
<0.1%
6.340182613999399
1
<0.1%
6.618958748168856
1
<0.1%
6.907081165874896
1
<0.1%
7.0937067886422485
1
<0.1%
7.148353401607988
1
<0.1%
7.198318098606994
1
<0.1%
7.412983782355987
1
<0.1%
LARGEST VALUES
52.756637616965854
1
<0.1%
52.68172523691723
1
<0.1%
51.57188469618046
1
<0.1%
51.49993975913471
1
<0.1%
51.48961163213662
1
<0.1%
51.21508438435369
1
<0.1%
51.10419245907853
1
<0.1%
51.09002356975274
1
<0.1%
51.013488537614144
1
<0.1%
50.90393794502573
1
<0.1%
50.88023346726997
1
<0.1%
50.83290988739739
1
<0.1%
50.829432222644655
1
<0.1%
50.80527403035995
1
<0.1%
50.78298661483177
1
<0.1%
final.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_au
-0.44
primary_cleaner.input.sulfate
0.40
primary_cleaner.output.tail_au
-0.39
secondary_cleaner.output.tail_au
-0.35
rougher.input.floatbank10_xanthate
0.33
rougher.output.tail_au
-0.33
rougher.output.recovery
0.33
rougher.input.floatbank11_xanthate
0.33
rougher.output.tail_pb
-0.32
rougher.input.feed_ag
0.31
rougher.input.feed_au
0.31
rougher.input.feed_sol
0.26
final.output.concentrate_au
0.25
final.output.concentrate_sol
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
100.0
75
0.5%
0.0
58
0.4%
67.27519465232865
5
<0.1%
75.96275693848621
5
<0.1%
71.64160411263055
3
<0.1%
68.45720163325603
1
<0.1%
61.41289861648468
1
<0.1%
60.41094616396959
1
<0.1%
62.27298813559295
1
<0.1%
57.110917678733
1
<0.1%
70.04959060079888
1
<0.1%
68.84695640309204
1
<0.1%
69.00608945607432
1
<0.1%
65.49434971235168
1
<0.1%
70.21857210135694
1
<0.1%
SMALLEST VALUES
0.0
58
0.4%
0.1686109414550471
1
<0.1%
0.4302637100006399
1
<0.1%
0.4637110184813783
1
<0.1%
2.080672373942951
1
<0.1%
4.5841514865456165
1
<0.1%
5.128832751753035
1
<0.1%
5.8134789393769895
1
<0.1%
5.982862914394794
1
<0.1%
6.778001991516694
1
<0.1%
6.948135014746214
1
<0.1%
7.33181653460956
1
<0.1%
7.45165277435966
1
<0.1%
8.406897210243965
1
<0.1%
9.060425074695702
1
<0.1%
LARGEST VALUES
100.0
75
0.5%
99.91018309558912
1
<0.1%
99.74147843238718
1
<0.1%
99.66670059825869
1
<0.1%
99.55557413901828
1
<0.1%
99.43542592632612
1
<0.1%
99.33543488932412
1
<0.1%
99.03431443256052
1
<0.1%
98.76151461685583
1
<0.1%
98.62090648419912
1
<0.1%
98.61585237878742
1
<0.1%
98.55961608295492
1
<0.1%
98.52602195691016
1
<0.1%
98.52225933621742
1
<0.1%
98.44050516989668
1
<0.1%
final.output.tail_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.75
primary_cleaner.output.tail_pb
0.58
rougher.input.feed_au
0.58
primary_cleaner.output.tail_ag
0.57
primary_cleaner.output.concentrate_sol
0.51
primary_cleaner.input.depressant
0.50
primary_cleaner.input.sulfate
0.44
primary_cleaner.output.concentrate_ag
0.43
rougher.input.feed_pb
0.40
final.output.tail_au
0.39
rougher.output.concentrate_ag
0.38
final.output.tail_pb
0.29
rougher.input.floatbank10_xanthate
0.29
final.output.concentrate_ag
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
75
0.5%
7.958821773529053
7
<0.1%
9.496955871582031
5
<0.1%
10.441984176635742
3
<0.1%
7.381220817565918
2
<0.1%
10.411961555480955
1
<0.1%
7.420433035027456
1
<0.1%
7.110178008135681
1
<0.1%
6.912617602614932
1
<0.1%
6.761188464403434
1
<0.1%
7.1010127301898125
1
<0.1%
6.746778671172918
1
<0.1%
7.04339106076591
1
<0.1%
7.250140106333679
1
<0.1%
7.33482311686051
1
<0.1%
SMALLEST VALUES
0.0
75
0.5%
0.0167896354801956
1
<0.1%
0.0806744245684482
1
<0.1%
0.1016235847498038
1
<0.1%
0.1357086018960891
1
<0.1%
0.2494185198008644
1
<0.1%
0.3149520155005302
1
<0.1%
0.4150144683505641
1
<0.1%
0.470907503681972
1
<0.1%
0.4873885797100633
1
<0.1%
0.4986368069619736
1
<0.1%
0.5269198916535728
1
<0.1%
0.5271874317403248
1
<0.1%
0.5643000091033011
1
<0.1%
0.6037185305051227
1
<0.1%
LARGEST VALUES
19.55214857336269
1
<0.1%
19.15722379649354
1
<0.1%
19.15346355662037
1
<0.1%
19.152445541283143
1
<0.1%
18.972692837591143
1
<0.1%
18.967979660307968
1
<0.1%
18.770142260438345
1
<0.1%
18.726803495877505
1
<0.1%
18.593782728578223
1
<0.1%
18.48127384745359
1
<0.1%
18.449137720672013
1
<0.1%
18.30952468538732
1
<0.1%
18.26971566346618
1
<0.1%
18.259309544357286
1
<0.1%
18.25667883738748
1
<0.1%
final.output.tail_pb
MISSING:
100
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
0.79
final.output.tail_au
0.61
rougher.input.feed_au
0.49
rougher.output.tail_sol
-0.46
rougher.calculation.au_pb_ratio
-0.45
primary_cleaner.output.concentrate_pb
0.44
rougher.output.concentrate_pb
0.41
rougher.input.floatbank10_sulfate
0.39
rougher.state.floatbank10_e_air
-0.38
primary_cleaner.input.sulfate
0.34
rougher.state.floatbank10_a_level
0.32
rougher.input.feed_rate
-0.32
rougher.state.floatbank10_f_air
-0.31
primary_cleaner.output.tail_pb
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
75
0.5%
4.22607421875
7
<0.1%
2.034912109375
5
<0.1%
4.41357421875
3
<0.1%
2.456787109375
2
<0.1%
0.89544677734375
1
<0.1%
3.677835402488709
1
<0.1%
3.755033706161712
1
<0.1%
3.950394675498828
1
<0.1%
4.078143867916531
1
<0.1%
4.036670740313
1
<0.1%
4.197882783148024
1
<0.1%
4.5577955447302925
1
<0.1%
4.2109087109565735
1
<0.1%
3.8535481435722776
1
<0.1%
SMALLEST VALUES
0.0
75
0.5%
0.0045082234231651
1
<0.1%
0.0187642594333738
1
<0.1%
0.030546387574861
1
<0.1%
0.058488221517764
1
<0.1%
0.0589991366242369
1
<0.1%
0.0603885783596585
1
<0.1%
0.0680856194905936
1
<0.1%
0.0690248256181884
1
<0.1%
0.1055278976054655
1
<0.1%
0.1070506161968741
1
<0.1%
0.1171727771677655
1
<0.1%
0.1356945080475674
1
<0.1%
0.1415164264074216
1
<0.1%
0.1485631322102239
1
<0.1%
LARGEST VALUES
5.639565029011832
1
<0.1%
5.6381544015142655
1
<0.1%
5.613964983887144
1
<0.1%
5.588611819214291
1
<0.1%
5.574793438249164
1
<0.1%
5.5717958148320506
1
<0.1%
5.564748195674684
1
<0.1%
5.539768440855874
1
<0.1%
5.523325741026137
1
<0.1%
5.5094153185685455
1
<0.1%
5.50847424586614
1
<0.1%
5.5068213542302455
1
<0.1%
5.461170550982158
1
<0.1%
5.457945464452108
1
<0.1%
5.437724212010702
1
<0.1%
final.output.tail_sol
MISSING:
5
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_sol
0.50
secondary_cleaner.output.tail_sol
0.42
rougher.input.feed_rate
0.40
secondary_cleaner.state.floatbank4_a_air
-0.36
rougher.state.floatbank10_a_level
-0.36
primary_cleaner.input.feed_size
0.35
rougher.output.tail_sol
0.34
primary_cleaner.state.floatbank8_d_air
-0.32
primary_cleaner.output.concentrate_sol
0.31
rougher.input.feed_sol
0.28
rougher.input.floatbank11_sulfate
0.26
primary_cleaner.input.depressant
0.26
primary_cleaner.state.floatbank8_c_level
0.25
rougher.input.floatbank10_xanthate
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
75
0.5%
9.8271484375
7
<0.1%
8.2646484375
5
<0.1%
8.8896484375
3
<0.1%
10.7646484375
2
<0.1%
16.904296875
1
<0.1%
10.679993955824113
1
<0.1%
12.202423113716971
1
<0.1%
11.788124560250177
1
<0.1%
12.374520580238766
1
<0.1%
12.513556996981304
1
<0.1%
11.70800224887
1
<0.1%
11.498757971657646
1
<0.1%
10.587747877173951
1
<0.1%
10.523786539501613
1
<0.1%
SMALLEST VALUES
0.0
75
0.5%
0.1048271355281273
1
<0.1%
0.1314517202046454
1
<0.1%
0.1609904773119423
1
<0.1%
0.1861898377496335
1
<0.1%
0.2176452824514772
1
<0.1%
0.22240708027035
1
<0.1%
0.2651396717814108
1
<0.1%
0.2858880691747698
1
<0.1%
0.3292181538169583
1
<0.1%
0.3599804927305215
1
<0.1%
0.3697062114564081
1
<0.1%
0.4117899132271608
1
<0.1%
0.4199691354235013
1
<0.1%
0.4315636170158784
1
<0.1%
LARGEST VALUES
22.317730335129628
1
<0.1%
22.27201881620619
1
<0.1%
22.19463700612386
1
<0.1%
21.767223576000998
1
<0.1%
21.73155180772145
1
<0.1%
21.597385518285964
1
<0.1%
21.551703754001192
1
<0.1%
21.537313833236688
1
<0.1%
21.33859589099884
1
<0.1%
21.08300026787652
1
<0.1%
20.988434171146817
1
<0.1%
20.95507524490357
1
<0.1%
20.831387154261265
1
<0.1%
20.59339942455292
1
<0.1%
20.572343010372585
1
<0.1%
final.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_au
0.64
rougher.output.tail_au
0.63
rougher.input.feed_au
0.62
final.output.tail_pb
0.61
rougher.output.tail_ag
0.60
rougher.input.feed_ag
0.46
secondary_cleaner.output.tail_au
0.45
rougher.input.feed_pb
0.44
final.output.recovery
-0.44
rougher.output.tail_pb
0.42
rougher.output.tail_sol
-0.39
final.output.tail_ag
0.39
rougher.input.feed_rate
-0.34
rougher.input.floatbank10_sulfate
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
75
0.5%
3.199277639389038
7
<0.1%
2.053974151611328
5
<0.1%
2.015913724899292
3
<0.1%
3.7039308547973633
2
<0.1%
2.143149375915528
1
<0.1%
3.0684766430784665
1
<0.1%
3.384941534998339
1
<0.1%
3.5045056622754784
1
<0.1%
3.23878320377838
1
<0.1%
3.0574574443797693
1
<0.1%
2.8315254291386163
1
<0.1%
2.3664589617185072
1
<0.1%
2.262182869254376
1
<0.1%
2.3636920125707688
1
<0.1%
SMALLEST VALUES
0.0
75
0.5%
0.0054618635576343
1
<0.1%
0.016072624692271
1
<0.1%
0.0209224077290855
1
<0.1%
0.0696861046039319
1
<0.1%
0.0768987621408693
1
<0.1%
0.0769403567804349
1
<0.1%
0.1024486219156743
1
<0.1%
0.1070767620498918
1
<0.1%
0.1361602378393258
1
<0.1%
0.1406458510871258
1
<0.1%
0.1417997389722313
1
<0.1%
0.1436549204932129
1
<0.1%
0.1467003315203904
1
<0.1%
0.148943882145492
1
<0.1%
LARGEST VALUES
8.197408204778785
1
<0.1%
7.812800616851944
1
<0.1%
7.675163933962902
1
<0.1%
7.490731810108051
1
<0.1%
7.3793912442676355
1
<0.1%
7.259598642143966
1
<0.1%
7.210925037829244
1
<0.1%
7.2079671491184065
1
<0.1%
7.165711444145688
1
<0.1%
7.143418723827442
1
<0.1%
7.124746579222388
1
<0.1%
7.0522450802804615
1
<0.1%
7.041728644172015
1
<0.1%
7.005171115687901
1
<0.1%
7.001410618585726
1
<0.1%
primary_cleaner.input.sulfate
MISSING:
20
(<1%)
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.61
rougher.input.feed_pb
0.55
rougher.input.feed_ag
0.54
rougher.input.floatbank11_sulfate
0.49
primary_cleaner.input.depressant
0.48
final.output.tail_ag
0.44
primary_cleaner.output.tail_sol
0.40
final.output.recovery
0.40
rougher.input.floatbank10_xanthate
0.39
primary_cleaner.output.concentrate_sol
0.38
rougher.input.feed_sol
0.37
rougher.input.floatbank10_sulfate
0.37
rougher.input.floatbank11_xanthate
0.36
primary_cleaner.output.tail_pb
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
127.09200286865234
1
<0.1%
0
0.0%
125.64388999904574
1
<0.1%
0
0.0%
174.31329245642794
1
<0.1%
0
0.0%
189.1987589644076
1
<0.1%
0
0.0%
192.31789737164056
1
<0.1%
0
0.0%
186.0831786383691
1
<0.1%
0
0.0%
180.49614798579617
1
<0.1%
0
0.0%
166.8468182672739
1
<0.1%
0
0.0%
160.41979494089458
1
<0.1%
0
0.0%
146.2679336366517
1
<0.1%
0
0.0%
129.8355714321153
1
<0.1%
0
0.0%
119.76261997017264
1
<0.1%
0
0.0%
115.4626880742556
1
<0.1%
0
0.0%
129.97430468895072
1
<0.1%
0
0.0%
149.3779868603484
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0031118198740194
1
<0.1%
0
0.0%
0.0512794526826961
1
<0.1%
0
0.0%
0.0674242932418792
1
<0.1%
0
0.0%
0.1291387631507046
1
<0.1%
0
0.0%
0.3966616409870408
1
<0.1%
0
0.0%
0.8329345516188008
1
<0.1%
0
0.0%
1.198289700554164
1
<0.1%
0
0.0%
1.8739628538195348
1
<0.1%
0
0.0%
2.4186509325588554
1
<0.1%
0
0.0%
4.494126680490872
1
<0.1%
0
0.0%
5.302022446469811
1
<0.1%
0
0.0%
8.461600508854929
1
<0.1%
0
0.0%
9.056857080479556
1
<0.1%
0
0.0%
9.86509995059052
1
<0.1%
0
0.0%
14.299625365720903
1
<0.1%
0
0.0%
LARGEST VALUES
250.12783414407448
1
<0.1%
0
0.0%
250.07070060932384
1
<0.1%
0
0.0%
238.1760802270309
1
<0.1%
0
0.0%
237.86216694400727
1
<0.1%
0
0.0%
237.14337366262703
1
<0.1%
0
0.0%
237.0398886236911
1
<0.1%
0
0.0%
236.53675692893205
1
<0.1%
0
0.0%
236.1927993277048
1
<0.1%
0
0.0%
236.01775756406605
1
<0.1%
0
0.0%
235.59646070183297
1
<0.1%
0
0.0%
235.36232115425568
1
<0.1%
0
0.0%
235.13477854472413
1
<0.1%
0
0.0%
235.03142954747472
1
<0.1%
0
0.0%
235.01870304546304
1
<0.1%
0
0.0%
234.57019550181056
1
<0.1%
0
0.0%
primary_cleaner.input.depressant
MISSING:
32
(<1%)
5
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_ag
0.50
primary_cleaner.output.concentrate_sol
0.49
primary_cleaner.input.sulfate
0.48
rougher.input.feed_ag
0.48
rougher.input.feed_au
0.42
rougher.input.floatbank10_xanthate
0.37
rougher.input.floatbank11_xanthate
0.37
primary_cleaner.output.tail_pb
0.35
secondary_cleaner.output.tail_sol
0.35
rougher.state.floatbank10_f_level
-0.33
rougher.state.floatbank10_e_level
-0.33
rougher.state.floatbank10_b_level
-0.33
rougher.state.floatbank10_d_level
-0.32
rougher.state.floatbank10_c_level
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
10
<0.1%
0
0.0%
10.128294944763184
1
<0.1%
0
0.0%
6.923404891092236
1
<0.1%
0
0.0%
7.0338773920116
1
<0.1%
0
0.0%
7.003480383786847
1
<0.1%
0
0.0%
6.939325875184343
1
<0.1%
0
0.0%
7.0527431335624025
1
<0.1%
0
0.0%
6.995506724307424
1
<0.1%
0
0.0%
6.953027799882093
1
<0.1%
0
0.0%
6.9122497591847445
1
<0.1%
0
0.0%
6.943539551575206
1
<0.1%
0
0.0%
6.994533929111352
1
<0.1%
0
0.0%
6.9530127156357375
1
<0.1%
0
0.0%
7.008477881619824
1
<0.1%
0
0.0%
6.970490996863655
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10
<0.1%
0
0.0%
0.0077205101872249
1
<0.1%
0
0.0%
0.0122440729508683
1
<0.1%
0
0.0%
0.0123730850406995
1
<0.1%
0
0.0%
0.0174167717969843
1
<0.1%
0
0.0%
0.0219809648075025
1
<0.1%
0
0.0%
0.0424758670042046
1
<0.1%
0
0.0%
0.0441332768107199
1
<0.1%
0
0.0%
0.0880797078544791
1
<0.1%
0
0.0%
0.1190507954885878
1
<0.1%
0
0.0%
0.132026138991373
1
<0.1%
0
0.0%
0.1350999388246407
1
<0.1%
0
0.0%
0.1759725701282669
1
<0.1%
0
0.0%
0.4165018403706792
1
<0.1%
0
0.0%
0.4346049484767031
1
<0.1%
0
0.0%
LARGEST VALUES
20.052255429051478
1
<0.1%
0
0.0%
20.03696506812909
1
<0.1%
0
0.0%
20.02278605221422
1
<0.1%
0
0.0%
20.02129047580492
1
<0.1%
0
0.0%
20.014703494910805
1
<0.1%
0
0.0%
20.0140355288406
1
<0.1%
0
0.0%
20.00794457892525
1
<0.1%
0
0.0%
20.00073141135756
1
<0.1%
0
0.0%
19.99668476563508
1
<0.1%
0
0.0%
19.996295380439165
1
<0.1%
0
0.0%
19.98864147596889
1
<0.1%
0
0.0%
19.98159240539107
1
<0.1%
0
0.0%
19.96550011772469
1
<0.1%
0
0.0%
19.95976251725881
1
<0.1%
0
0.0%
19.952429440321733
1
<0.1%
0
0.0%
primary_cleaner.input.feed_size
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_sol
0.40
secondary_cleaner.output.tail_sol
0.39
rougher.state.floatbank10_a_level
-0.36
final.output.tail_sol
0.35
secondary_cleaner.state.floatbank4_a_air
-0.33
secondary_cleaner.output.tail_pb
-0.29
primary_cleaner.output.tail_ag
-0.27
primary_cleaner.output.concentrate_sol
0.25
primary_cleaner.output.tail_pb
-0.25
secondary_cleaner.state.floatbank4_b_air
-0.25
secondary_cleaner.state.floatbank5_a_air
-0.23
secondary_cleaner.state.floatbank5_b_air
-0.21
rougher.state.floatbank10_a_air
-0.21
primary_cleaner.state.floatbank8_d_air
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.25
312
2.2%
65
1.2%
7.0
210
1.5%
20
0.4%
7.300000190734862
204
1.4%
55
1.0%
7.699999809265138
158
1.1%
55
1.0%
7.28000020980835
144
1.0%
10
0.2%
6.800000190734862
139
1.0%
14
0.3%
7.5
138
1.0%
34
0.6%
7.420000076293945
136
1.0%
43
0.8%
7.309999942779541
128
0.9%
21
0.4%
7.800000190734862
121
0.9%
25
0.5%
7.400000095367432
121
0.9%
42
0.8%
7.130000114440918
121
0.9%
19
0.4%
6.940000057220459
110
0.8%
17
0.3%
7.110000133514402
109
0.8%
29
0.5%
7.199999809265138
109
0.8%
124
2.3%
SMALLEST VALUES
1.0800000429153442
7
<0.1%
0
0.0%
1.080007382604519
1
<0.1%
0
0.0%
4.96999979019165
13
<0.1%
0
0.0%
5.309999942779541
9
<0.1%
0
0.0%
5.4099998474121085
3
<0.1%
0
0.0%
5.463333175659137
1
<0.1%
0
0.0%
5.489999725341841
1
<0.1%
0
0.0%
5.489999771118164
7
<0.1%
0
0.0%
5.499999565124381
1
<0.1%
0
0.0%
5.50999989382414
1
<0.1%
0
0.0%
5.51000029394369
1
<0.1%
0
0.0%
5.519999980926514
1
<0.1%
0
0.0%
5.539999961853027
7
<0.1%
0
0.0%
5.599999904632568
16
0.1%
0
0.0%
5.610000133514403
6
<0.1%
0
0.0%
LARGEST VALUES
10.470000267028809
2
<0.1%
0
0.0%
10.100000381469728
1
<0.1%
0
0.0%
10.100000193277891
1
<0.1%
0
0.0%
9.5
1
<0.1%
0
0.0%
9.499998975372364
1
<0.1%
0
0.0%
9.471333093431188
1
<0.1%
0
0.0%
9.445000068876592
1
<0.1%
0
0.0%
9.4399995803833
6
<0.1%
0
0.0%
9.439998180262204
1
<0.1%
0
0.0%
9.430000137541011
1
<0.1%
0
0.0%
9.399999618530272
3
<0.1%
0
0.0%
9.353500137752963
1
<0.1%
0
0.0%
9.330000661638042
1
<0.1%
0
0.0%
9.322999843936543
1
<0.1%
0
0.0%
9.309999819352727
1
<0.1%
0
0.0%
primary_cleaner.input.xanthate
MISSING:
100
(<1%)
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_xanthate
0.38
rougher.input.floatbank11_xanthate
0.38
rougher.state.floatbank10_c_level
-0.33
rougher.state.floatbank10_d_level
-0.33
primary_cleaner.output.concentrate_sol
0.33
rougher.state.floatbank10_e_level
-0.33
rougher.state.floatbank10_b_level
-0.32
rougher.state.floatbank10_f_level
-0.32
secondary_cleaner.state.floatbank4_b_level
-0.32
primary_cleaner.output.concentrate_ag
0.30
rougher.state.floatbank10_c_air
-0.29
rougher.input.feed_rate
0.29
primary_cleaner.input.depressant
0.27
primary_cleaner.output.tail_pb
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.9887590408325196
1
<0.1%
0
0.0%
0.9780536474526076
1
<0.1%
0
0.0%
1.323994400073604
1
<0.1%
0
0.0%
1.3355516994793637
1
<0.1%
0
0.0%
1.2774143294540767
1
<0.1%
0
0.0%
1.2909485000365843
1
<0.1%
0
0.0%
1.2667616723835071
1
<0.1%
0
0.0%
1.3144572976710618
1
<0.1%
0
0.0%
1.1973392559540843
1
<0.1%
0
0.0%
1.2145199854139832
1
<0.1%
0
0.0%
1.2087191939387751
1
<0.1%
0
0.0%
1.1868039977992797
1
<0.1%
0
0.0%
0.9818782728434152
1
<0.1%
0
0.0%
0.9900444282379076
1
<0.1%
0
0.0%
1.2917308103360576
1
<0.1%
0
0.0%
SMALLEST VALUES
4.632753108427441e-06
1
<0.1%
0
0.0%
0.000154395565078
1
<0.1%
0
0.0%
0.0002135062692737
1
<0.1%
0
0.0%
0.0002909372278469
1
<0.1%
0
0.0%
0.000345581780865
1
<0.1%
0
0.0%
0.0004167947759265
1
<0.1%
0
0.0%
0.0004171789531578
1
<0.1%
0
0.0%
0.0004955045480976
1
<0.1%
0
0.0%
0.0010861703504828
1
<0.1%
0
0.0%
0.001158668497198
1
<0.1%
0
0.0%
0.0012849373045247
1
<0.1%
0
0.0%
0.0014242186042598
1
<0.1%
0
0.0%
0.0014555015550475
1
<0.1%
0
0.0%
0.0015125267883335
1
<0.1%
0
0.0%
0.0015305758054107
1
<0.1%
0
0.0%
LARGEST VALUES
2.512968368059389
1
<0.1%
0
0.0%
2.5068908717546097
1
<0.1%
0
0.0%
2.500920247694199
1
<0.1%
0
0.0%
2.492438767716834
1
<0.1%
0
0.0%
2.33264527155672
1
<0.1%
0
0.0%
2.3174171637124785
1
<0.1%
0
0.0%
2.3160920358618844
1
<0.1%
0
0.0%
2.215767074534567
1
<0.1%
0
0.0%
2.200418141217106
1
<0.1%
0
0.0%
2.197319751256327
1
<0.1%
0
0.0%
2.181500201092278
1
<0.1%
0
0.0%
2.1096552214265136
1
<0.1%
0
0.0%
2.105496661434308
1
<0.1%
0
0.0%
2.097476719998645
1
<0.1%
0
0.0%
2.0954480353470903
1
<0.1%
0
0.0%
primary_cleaner.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sol
0.69
rougher.input.feed_ag
0.52
final.output.concentrate_ag
0.50
final.output.tail_ag
0.43
rougher.input.feed_au
0.39
final.output.concentrate_sol
0.36
primary_cleaner.output.tail_sol
0.33
primary_cleaner.input.sulfate
0.33
primary_cleaner.output.concentrate_pb
0.32
rougher.output.concentrate_ag
0.32
primary_cleaner.input.xanthate
0.30
primary_cleaner.input.depressant
0.28
rougher.input.floatbank10_xanthate
0.25
final.output.recovery
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.8%
0.0
74
0.5%
7.925333976745605
5
<0.1%
9.987871170043944
5
<0.1%
7.355843067169189
3
<0.1%
7.4118400726650755
1
<0.1%
6.691799316651808
1
<0.1%
7.013481322792473
1
<0.1%
2.1418923631555056
1
<0.1%
8.543342917188632
1
<0.1%
7.583867104904847
1
<0.1%
6.969046865523982
1
<0.1%
6.603682556215517
1
<0.1%
6.646997496184733
1
<0.1%
6.805076572381508
1
<0.1%
SMALLEST VALUES
0.0
74
0.5%
0.0099999997764825
117
0.8%
0.0186605082721022
1
<0.1%
0.0380856043928009
1
<0.1%
0.1160969152361189
1
<0.1%
0.131110764527374
1
<0.1%
0.1869750840522627
1
<0.1%
0.2215959019144389
1
<0.1%
0.2287176634947738
1
<0.1%
0.2325580599866832
1
<0.1%
0.2585129761616553
1
<0.1%
0.3348118043538812
1
<0.1%
0.3646272951996395
1
<0.1%
0.4185855432198069
1
<0.1%
0.484024593737613
1
<0.1%
LARGEST VALUES
16.081631749293688
1
<0.1%
15.00578940554056
1
<0.1%
14.924406020586089
1
<0.1%
14.794260203971245
1
<0.1%
14.724163663049431
1
<0.1%
14.708860999050437
1
<0.1%
14.63687049317501
1
<0.1%
14.562938742844835
1
<0.1%
14.561317892396266
1
<0.1%
14.428076008853846
1
<0.1%
14.382392036303813
1
<0.1%
14.374434420536572
1
<0.1%
14.313499152428069
1
<0.1%
14.258612555394034
1
<0.1%
14.190141349534846
1
<0.1%
primary_cleaner.output.concentrate_pb
MISSING:
86
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
0.47
final.output.tail_pb
0.44
secondary_cleaner.output.tail_pb
0.40
final.output.concentrate_pb
0.39
rougher.output.concentrate_pb
0.39
primary_cleaner.output.concentrate_sol
0.33
primary_cleaner.output.concentrate_au
0.33
primary_cleaner.output.concentrate_ag
0.32
rougher.calculation.au_pb_ratio
-0.31
primary_cleaner.input.sulfate
0.31
rougher.state.floatbank10_a_level
0.29
primary_cleaner.output.tail_pb
0.28
rougher.input.feed_sol
0.27
rougher.state.floatbank10_f_air
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.8%
0.0
74
0.5%
10.9521484375
6
<0.1%
9.0146484375
5
<0.1%
11.3271484375
4
<0.1%
14.5146484375
3
<0.1%
8.2646484375
2
<0.1%
10.0771484375
2
<0.1%
10.1396484375
2
<0.1%
9.7021484375
2
<0.1%
13.654632064236536
1
<0.1%
14.12360542509291
1
<0.1%
13.637320159806144
1
<0.1%
13.706076900694104
1
<0.1%
13.630074598789214
1
<0.1%
SMALLEST VALUES
0.0
74
0.5%
0.0099999997764825
117
0.8%
0.0213565417627493
1
<0.1%
0.0458567976706047
1
<0.1%
0.0901324906722746
1
<0.1%
0.1353422723172439
1
<0.1%
0.1370068176380462
1
<0.1%
0.1480240874054531
1
<0.1%
0.2149270672433906
1
<0.1%
0.2379624193074594
1
<0.1%
0.2651586365575592
1
<0.1%
0.3575717414004935
1
<0.1%
0.3662350160587165
1
<0.1%
0.4055086320121255
1
<0.1%
0.4150885082013621
1
<0.1%
LARGEST VALUES
17.081278497378033
1
<0.1%
16.877801191541884
1
<0.1%
16.660398118231033
1
<0.1%
16.51989642937978
1
<0.1%
16.36036101712121
1
<0.1%
16.34071238146888
1
<0.1%
16.325650382041932
1
<0.1%
16.321170714696247
1
<0.1%
16.313672507074145
1
<0.1%
16.252433278295733
1
<0.1%
16.203557121596404
1
<0.1%
16.187360694673327
1
<0.1%
16.172102740609812
1
<0.1%
16.154503055678475
1
<0.1%
16.154296875
1
<0.1%
primary_cleaner.output.concentrate_sol
MISSING:
286
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_ag
0.69
rougher.input.feed_ag
0.51
final.output.tail_ag
0.51
primary_cleaner.input.depressant
0.49
rougher.input.feed_au
0.43
primary_cleaner.input.sulfate
0.38
rougher.input.floatbank10_xanthate
0.35
rougher.state.floatbank10_a_level
-0.34
rougher.input.floatbank11_xanthate
0.33
primary_cleaner.input.xanthate
0.33
primary_cleaner.output.concentrate_pb
0.33
final.output.concentrate_ag
0.32
primary_cleaner.output.tail_sol
0.31
final.output.tail_sol
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.8%
0.0
74
0.5%
10.3896484375
5
<0.1%
10.5771484375
5
<0.1%
11.3896484375
3
<0.1%
18.43658840285407
2
<0.1%
7.16357421875
2
<0.1%
6.60519324130482
1
<0.1%
7.721112002382674
1
<0.1%
7.9932323150005615
1
<0.1%
8.06261440637625
1
<0.1%
7.555407248278044
1
<0.1%
7.983317940866367
1
<0.1%
8.093820184825493
1
<0.1%
7.121983154084947
1
<0.1%
SMALLEST VALUES
0.0
74
0.5%
0.0099999997764825
117
0.8%
0.0164160881274276
1
<0.1%
0.0627996468298454
1
<0.1%
0.0676711361586219
1
<0.1%
0.0996221370798432
1
<0.1%
0.1182435695806311
1
<0.1%
0.1212195366905588
1
<0.1%
0.1391961468673414
1
<0.1%
0.1623459072737849
1
<0.1%
0.1724211029145105
1
<0.1%
0.240758680196272
1
<0.1%
0.2549870934645555
1
<0.1%
0.2876962911875712
1
<0.1%
0.3590754604359972
1
<0.1%
LARGEST VALUES
22.28084523889753
1
<0.1%
21.810329598850675
1
<0.1%
21.425381317138672
1
<0.1%
21.279296875
1
<0.1%
21.11902640713586
1
<0.1%
21.02750351534949
1
<0.1%
20.929235219955444
1
<0.1%
20.89284034729004
1
<0.1%
20.845458894835573
1
<0.1%
20.817807279692754
1
<0.1%
20.812584942711727
1
<0.1%
20.8084969218572
1
<0.1%
20.796220067871943
1
<0.1%
20.790207248793703
1
<0.1%
20.7826735385259
1
<0.1%
primary_cleaner.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_pb
0.33
secondary_cleaner.state.floatbank4_a_air
-0.29
secondary_cleaner.state.floatbank4_b_air
-0.28
final.output.concentrate_au
0.22
primary_cleaner.output.concentrate_sol
0.22
secondary_cleaner.state.floatbank5_b_air
-0.22
secondary_cleaner.state.floatbank3_a_air
-0.22
rougher.input.feed_pb
-0.21
secondary_cleaner.state.floatbank5_a_air
-0.21
primary_cleaner.output.concentrate_ag
0.20
primary_cleaner.state.floatbank8_b_air
-0.19
final.output.concentrate_ag
-0.19
primary_cleaner.state.floatbank8_c_air
-0.19
rougher.state.floatbank10_a_level
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.8%
0.0
74
0.5%
36.30643081665039
5
<0.1%
27.76546287536621
5
<0.1%
31.84748649597168
3
<0.1%
32.44042628571305
1
<0.1%
33.46372418519824
1
<0.1%
32.76785103002955
1
<0.1%
10.50052501758842
1
<0.1%
29.08968486354249
1
<0.1%
31.298290557754942
1
<0.1%
33.193386017553
1
<0.1%
34.4403816857359
1
<0.1%
34.11410579713833
1
<0.1%
33.74454516225024
1
<0.1%
SMALLEST VALUES
0.0
74
0.5%
0.0099999997764825
117
0.8%
0.0565902522426202
1
<0.1%
0.1359194442624368
1
<0.1%
0.4398762263510273
1
<0.1%
0.5670166333827221
1
<0.1%
0.7134264553747036
1
<0.1%
0.7378778847202193
1
<0.1%
0.9368142063188052
1
<0.1%
0.9880343575496228
1
<0.1%
1.310690776834397
1
<0.1%
1.414230893221878
1
<0.1%
1.4662956926430342
1
<0.1%
1.961528436602685
1
<0.1%
2.0911850359573148
1
<0.1%
LARGEST VALUES
45.93393406158813
1
<0.1%
44.9592807065585
1
<0.1%
44.62632638078662
1
<0.1%
44.321981037829794
1
<0.1%
44.28005203734149
1
<0.1%
44.201701326146775
1
<0.1%
44.177984618834685
1
<0.1%
44.07112541479603
1
<0.1%
44.00920327195325
1
<0.1%
43.96446584036082
1
<0.1%
43.70429550792799
1
<0.1%
43.66540712088419
1
<0.1%
43.62394716024468
1
<0.1%
43.56999617647888
1
<0.1%
43.52961262710544
1
<0.1%
primary_cleaner.output.tail_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_pb
0.94
final.output.tail_ag
0.57
rougher.state.floatbank10_c_air
-0.56
rougher.state.floatbank10_d_air
-0.56
rougher.state.floatbank10_b_air
-0.52
secondary_cleaner.output.tail_pb
0.49
secondary_cleaner.output.tail_ag
0.45
rougher.state.floatbank10_b_level
-0.43
rougher.state.floatbank10_c_level
-0.43
rougher.state.floatbank10_e_level
-0.42
rougher.state.floatbank10_d_level
-0.42
rougher.state.floatbank10_f_level
-0.42
rougher.state.floatbank10_e_air
-0.38
rougher.input.feed_pb
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.5%
7.7773189544677725
11
<0.1%
18.671520233154297
5
<0.1%
22.146211624145508
3
<0.1%
15.297998428344728
2
<0.1%
14.70122528076172
2
<0.1%
14.93652629852295
1
<0.1%
14.120852483460848
1
<0.1%
14.501487181534474
1
<0.1%
14.33017802408577
1
<0.1%
14.56051533347117
1
<0.1%
14.674304006760632
1
<0.1%
14.726947609336696
1
<0.1%
14.480218285247846
1
<0.1%
14.404810426509018
1
<0.1%
SMALLEST VALUES
0.0
68
0.5%
0.2358191659232478
1
<0.1%
0.4372593739412373
1
<0.1%
0.4756788513896834
1
<0.1%
0.5522736496807638
1
<0.1%
0.8722749689008763
1
<0.1%
1.1208997985126188
1
<0.1%
1.1349272488239837
1
<0.1%
1.3496598461702285
1
<0.1%
1.398591308374016
1
<0.1%
1.525347638724836
1
<0.1%
1.5376927328936292
1
<0.1%
1.5636749459774566
1
<0.1%
2.336497711407695
1
<0.1%
2.3366606113356507
1
<0.1%
LARGEST VALUES
29.459574626549838
1
<0.1%
29.2591489744054
1
<0.1%
29.15865773126548
1
<0.1%
29.08731601927543
1
<0.1%
29.07989296606001
1
<0.1%
29.04555944077183
1
<0.1%
28.95316502474252
1
<0.1%
28.92008407864085
1
<0.1%
28.888013206800213
1
<0.1%
28.88081418329623
1
<0.1%
28.844629737188484
1
<0.1%
28.763329700596188
1
<0.1%
28.730546844624573
1
<0.1%
28.684580948809195
1
<0.1%
28.68042214114996
1
<0.1%
primary_cleaner.output.tail_pb
MISSING:
15
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_ag
0.94
rougher.state.floatbank10_d_air
-0.60
rougher.state.floatbank10_c_air
-0.59
final.output.tail_ag
0.58
secondary_cleaner.output.tail_pb
0.56
rougher.state.floatbank10_b_air
-0.55
rougher.input.feed_pb
0.51
rougher.state.floatbank10_b_level
-0.49
rougher.state.floatbank10_c_level
-0.49
rougher.state.floatbank10_e_level
-0.49
rougher.state.floatbank10_f_level
-0.48
rougher.state.floatbank10_d_level
-0.48
rougher.state.floatbank10_e_air
-0.42
secondary_cleaner.output.tail_ag
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.5%
0.88763427734375
11
<0.1%
4.25732421875
5
<0.1%
6.53857421875
3
<0.1%
3.722412109375
2
<0.1%
2.925537109375
2
<0.1%
2.9444778245687484
1
<0.1%
2.774621542162365
1
<0.1%
2.833343065513505
1
<0.1%
3.0546110170417364
1
<0.1%
2.9543838344679934
1
<0.1%
2.4653193507591884
1
<0.1%
2.8538055508666567
1
<0.1%
2.894119822184245
1
<0.1%
2.743582631482018
1
<0.1%
SMALLEST VALUES
0.0
68
0.5%
0.0495524530899193
1
<0.1%
0.0846811544512295
1
<0.1%
0.0905179431403262
1
<0.1%
0.0931325746751907
1
<0.1%
0.1342882782857244
1
<0.1%
0.1630906742759462
1
<0.1%
0.1805425894267237
1
<0.1%
0.1910782078649046
1
<0.1%
0.2240064732802824
1
<0.1%
0.2535036686445689
1
<0.1%
0.2816597972757881
1
<0.1%
0.2909607029644152
1
<0.1%
0.2917068758203338
1
<0.1%
0.2972335812128666
1
<0.1%
LARGEST VALUES
9.634564652972747
1
<0.1%
9.462320645650228
1
<0.1%
9.185113842752244
1
<0.1%
9.182567781077491
1
<0.1%
9.170981994469964
1
<0.1%
9.115165896945529
1
<0.1%
9.09017132335239
1
<0.1%
9.086757560041216
1
<0.1%
9.083748479949104
1
<0.1%
9.050808180703058
1
<0.1%
9.031646644539306
1
<0.1%
8.944329640070599
1
<0.1%
8.940834287537466
1
<0.1%
8.911600868437025
1
<0.1%
8.90240096304152
1
<0.1%
primary_cleaner.output.tail_sol
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_sol
0.50
secondary_cleaner.output.tail_sol
0.42
primary_cleaner.input.sulfate
0.40
primary_cleaner.input.feed_size
0.40
secondary_cleaner.output.tail_pb
-0.40
final.output.concentrate_sol
0.39
rougher.input.feed_au
0.37
rougher.input.feed_ag
0.35
primary_cleaner.output.concentrate_ag
0.33
primary_cleaner.output.concentrate_sol
0.31
rougher.input.floatbank11_sulfate
0.31
rougher.input.feed_sol
0.29
rougher.output.tail_ag
0.26
rougher.state.floatbank10_a_level
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.5%
11.5146484375
11
<0.1%
5.72607421875
5
<0.1%
4.63232421875
3
<0.1%
8.7646484375
2
<0.1%
4.91357421875
2
<0.1%
7.47607421875
1
<0.1%
7.370378510687085
1
<0.1%
7.028594424592124
1
<0.1%
7.228140306870142
1
<0.1%
7.0214127438598215
1
<0.1%
7.634341954545428
1
<0.1%
7.897748096761191
1
<0.1%
8.114225331068866
1
<0.1%
7.892114404512363
1
<0.1%
SMALLEST VALUES
0.0
68
0.5%
0.0742031429185428
1
<0.1%
0.1263097020605993
1
<0.1%
0.1794703748325506
1
<0.1%
0.2236886550025277
1
<0.1%
0.22374178483535
1
<0.1%
0.2545246408838365
1
<0.1%
0.2890635145414206
1
<0.1%
0.2960603895441939
1
<0.1%
0.3145551897805288
1
<0.1%
0.3402134498385971
1
<0.1%
0.4365639767506057
1
<0.1%
0.4517243059286719
1
<0.1%
0.4520798143102891
1
<0.1%
0.5209718551548819
1
<0.1%
LARGEST VALUES
20.620833011803526
1
<0.1%
18.405206003609205
1
<0.1%
16.827988721446854
1
<0.1%
16.27019298458679
1
<0.1%
16.19385615525974
1
<0.1%
16.022357691985864
1
<0.1%
15.958241049378286
1
<0.1%
15.352702968907025
1
<0.1%
15.255156021647982
1
<0.1%
15.078138601966202
1
<0.1%
15.043354121843974
1
<0.1%
14.404526218043433
1
<0.1%
14.142523803446029
1
<0.1%
14.071315086682636
1
<0.1%
14.019363719398775
1
<0.1%
primary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_au
0.64
secondary_cleaner.output.tail_au
0.51
rougher.output.tail_au
0.50
rougher.output.tail_ag
0.45
final.output.recovery
-0.39
rougher.input.feed_au
0.30
rougher.output.tail_sol
-0.29
rougher.output.tail_pb
0.28
secondary_cleaner.state.floatbank3_a_air
-0.27
secondary_cleaner.state.floatbank4_b_air
-0.26
rougher.input.feed_rate
-0.25
secondary_cleaner.state.floatbank5_b_air
-0.25
secondary_cleaner.state.floatbank5_a_air
-0.25
secondary_cleaner.state.floatbank4_a_air
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
68
0.5%
6.367417812347412
11
<0.1%
2.5007400512695312
5
<0.1%
2.6151154041290283
3
<0.1%
6.1516194343566895
2
<0.1%
3.2918305397033687
2
<0.1%
2.1066794395446777
1
<0.1%
4.268901203401781
1
<0.1%
3.118815513179013
1
<0.1%
3.000782622789949
1
<0.1%
2.6553296769286066
1
<0.1%
2.4773904126550748
1
<0.1%
2.4352832399540927
1
<0.1%
2.4588360322357072
1
<0.1%
2.6794494456141003
1
<0.1%
SMALLEST VALUES
0.0
68
0.5%
0.0452692605669451
1
<0.1%
0.0520553122077419
1
<0.1%
0.056645799520417
1
<0.1%
0.1274631669032815
1
<0.1%
0.1587906239443701
1
<0.1%
0.1996717850886287
1
<0.1%
0.224065200852
1
<0.1%
0.2379312980260289
1
<0.1%
0.2545677166164448
1
<0.1%
0.2817557082634671
1
<0.1%
0.2836522242914399
1
<0.1%
0.2986530339057208
1
<0.1%
0.3376259480908064
1
<0.1%
0.3381142003904759
1
<0.1%
LARGEST VALUES
17.788924732139996
1
<0.1%
17.281571636283115
1
<0.1%
16.637763308155456
1
<0.1%
16.56324580247257
1
<0.1%
16.534402561463033
1
<0.1%
16.52526582502723
1
<0.1%
16.349499442159594
1
<0.1%
15.753198387224105
1
<0.1%
15.462902693517444
1
<0.1%
15.33249736964006
1
<0.1%
15.156998082819458
1
<0.1%
14.789800041623664
1
<0.1%
14.776889329019092
1
<0.1%
14.60559969273848
1
<0.1%
14.547735766764214
1
<0.1%
primary_cleaner.state.floatbank8_a_air
MISSING:
4
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.95
primary_cleaner.state.floatbank8_c_air
0.93
secondary_cleaner.state.floatbank5_a_air
0.54
secondary_cleaner.state.floatbank4_a_air
0.54
secondary_cleaner.state.floatbank4_b_air
0.51
secondary_cleaner.state.floatbank5_b_air
0.49
secondary_cleaner.state.floatbank3_a_air
0.46
rougher.state.floatbank10_a_air
0.37
rougher.state.floatbank10_e_level
0.35
rougher.state.floatbank10_b_level
0.35
rougher.state.floatbank10_f_level
0.35
rougher.state.floatbank10_c_level
0.35
rougher.state.floatbank10_d_level
0.34
secondary_cleaner.state.floatbank4_a_level
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1549.7757568359375
1
<0.1%
0
0.0%
1450.508793559009
1
<0.1%
0
0.0%
1349.11268725142
1
<0.1%
0
0.0%
1349.3065763810291
1
<0.1%
0
0.0%
1349.439393830224
1
<0.1%
0
0.0%
1349.5722112794183
1
<0.1%
0
0.0%
1349.7050287286131
1
<0.1%
0
0.0%
1349.8378461778077
1
<0.1%
0
0.0%
1349.9706636270018
1
<0.1%
0
0.0%
1350.1034810761969
1
<0.1%
0
0.0%
1368.396395850707
1
<0.1%
0
0.0%
1449.3610714336276
1
<0.1%
0
0.0%
1453.7088404162807
1
<0.1%
0
0.0%
1447.150499239291
1
<0.1%
0
0.0%
1348.3143753043769
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0063521546045497
1
<0.1%
0
0.0%
0.0169931008686879
1
<0.1%
0
0.0%
304.7881868750361
1
<0.1%
0
0.0%
314.2411653408932
1
<0.1%
0
0.0%
353.1303709075545
1
<0.1%
0
0.0%
531.9262217759247
1
<0.1%
0
0.0%
1098.5839554228903
1
<0.1%
0
0.0%
1098.692658391491
1
<0.1%
0
0.0%
1098.756336496074
1
<0.1%
0
0.0%
1098.8514331935137
1
<0.1%
0
0.0%
1098.8795360521433
1
<0.1%
0
0.0%
1099.0102079955366
1
<0.1%
0
0.0%
1099.1689827975597
1
<0.1%
0
0.0%
1099.2633923604176
1
<0.1%
0
0.0%
1099.3277575995824
1
<0.1%
0
0.0%
LARGEST VALUES
2079.5313399677634
1
<0.1%
0
0.0%
2077.513090801688
1
<0.1%
0
0.0%
2074.29618268432
1
<0.1%
0
0.0%
2073.03791678927
1
<0.1%
0
0.0%
2072.425057035862
1
<0.1%
0
0.0%
2069.878620108876
1
<0.1%
0
0.0%
2061.9034889295194
1
<0.1%
0
0.0%
2059.081018569218
1
<0.1%
0
0.0%
2058.9942771102446
1
<0.1%
0
0.0%
2054.9518203507955
1
<0.1%
0
0.0%
2052.6234737769923
1
<0.1%
0
0.0%
2039.422413358466
1
<0.1%
0
0.0%
1854.1620799429763
1
<0.1%
0
0.0%
1824.6870718525115
1
<0.1%
0
0.0%
1817.3433317072809
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_level
0.96
primary_cleaner.state.floatbank8_c_level
0.96
primary_cleaner.state.floatbank8_d_level
0.69
primary_cleaner.state.floatbank8_d_air
-0.40
rougher.state.floatbank10_f_air
0.31
rougher.state.floatbank10_e_air
0.27
final.output.tail_sol
0.25
rougher.state.floatbank10_d_air
0.24
rougher.input.floatbank10_xanthate
0.23
secondary_cleaner.state.floatbank3_b_air
0.23
secondary_cleaner.state.floatbank2_b_air
0.22
rougher.input.floatbank11_xanthate
0.21
rougher.state.floatbank10_b_air
0.20
rougher.state.floatbank10_a_level
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.9121398925781
1
<0.1%
0
0.0%
-500.3152432991597
1
<0.1%
0
0.0%
-500.2734968457401
1
<0.1%
0
0.0%
-499.7755099158183
1
<0.1%
0
0.0%
-499.8545406297872
1
<0.1%
0
0.0%
-499.9068343251537
1
<0.1%
0
0.0%
-499.72647476372686
1
<0.1%
0
0.0%
-500.2498709897257
1
<0.1%
0
0.0%
-499.3686600243458
1
<0.1%
0
0.0%
-499.5216940797889
1
<0.1%
0
0.0%
-500.082153513794
1
<0.1%
0
0.0%
-500.1187289465951
1
<0.1%
0
0.0%
-500.28008481438553
1
<0.1%
0
0.0%
-499.92320580159753
1
<0.1%
0
0.0%
-499.8578203081927
1
<0.1%
0
0.0%
SMALLEST VALUES
-798.641661561005
1
<0.1%
0
0.0%
-798.5771111121871
1
<0.1%
0
0.0%
-798.5125606633694
1
<0.1%
0
0.0%
-797.7275036314313
1
<0.1%
0
0.0%
-794.9815894490278
1
<0.1%
0
0.0%
-794.8390958782779
1
<0.1%
0
0.0%
-773.2193187999414
1
<0.1%
0
0.0%
-657.6598710699473
1
<0.1%
0
0.0%
-649.2116717923858
1
<0.1%
0
0.0%
-642.8201796047845
1
<0.1%
0
0.0%
-635.1047275204687
1
<0.1%
0
0.0%
-633.5971801032507
1
<0.1%
0
0.0%
-615.091267737135
1
<0.1%
0
0.0%
-604.5714548942268
1
<0.1%
0
0.0%
-591.0576514677056
1
<0.1%
0
0.0%
LARGEST VALUES
-330.13420267663867
1
<0.1%
0
0.0%
-347.04056268175384
1
<0.1%
0
0.0%
-347.0745264650224
1
<0.1%
0
0.0%
-347.2083371975389
1
<0.1%
0
0.0%
-347.4710961805949
1
<0.1%
0
0.0%
-347.5818652616172
1
<0.1%
0
0.0%
-347.8068669367158
1
<0.1%
0
0.0%
-348.1782004413664
1
<0.1%
0
0.0%
-348.3129259669838
1
<0.1%
0
0.0%
-348.4042148643165
1
<0.1%
0
0.0%
-348.4517763509024
1
<0.1%
0
0.0%
-348.45567338332137
1
<0.1%
0
0.0%
-348.68537973305024
1
<0.1%
0
0.0%
-348.68989524247183
1
<0.1%
0
0.0%
-348.70080812605454
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_b_air
MISSING:
4
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_air
0.95
primary_cleaner.state.floatbank8_c_air
0.94
secondary_cleaner.state.floatbank5_a_air
0.54
secondary_cleaner.state.floatbank4_a_air
0.52
secondary_cleaner.state.floatbank4_b_air
0.51
secondary_cleaner.state.floatbank5_b_air
0.48
secondary_cleaner.state.floatbank3_a_air
0.43
rougher.state.floatbank10_a_air
0.41
secondary_cleaner.state.floatbank4_a_level
0.34
rougher.state.floatbank10_b_level
0.33
primary_cleaner.state.floatbank8_d_air
0.33
rougher.state.floatbank10_e_level
0.33
rougher.state.floatbank10_f_level
0.32
rougher.state.floatbank10_c_level
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1551.4342041015625
1
<0.1%
0
0.0%
1453.3660200602326
1
<0.1%
0
0.0%
1350.9234453396552
1
<0.1%
0
0.0%
1352.2400474901096
1
<0.1%
0
0.0%
1353.5566496405636
1
<0.1%
0
0.0%
1354.8732517910175
1
<0.1%
0
0.0%
1355.8024114073544
1
<0.1%
0
0.0%
1354.4208980379535
1
<0.1%
0
0.0%
1353.0174271062865
1
<0.1%
0
0.0%
1354.0656231170356
1
<0.1%
0
0.0%
1369.9822602880158
1
<0.1%
0
0.0%
1450.3869288933206
1
<0.1%
0
0.0%
1447.8894720814767
1
<0.1%
0
0.0%
1454.4491394088116
1
<0.1%
0
0.0%
1348.2902410387476
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0087004158447526
1
<0.1%
0
0.0%
0.0232751016392952
1
<0.1%
0
0.0%
306.00511007672907
1
<0.1%
0
0.0%
319.9594894518599
1
<0.1%
0
0.0%
354.6484710961233
1
<0.1%
0
0.0%
545.9915441242508
1
<0.1%
0
0.0%
1097.0573394780736
1
<0.1%
0
0.0%
1097.213703258724
1
<0.1%
0
0.0%
1097.38380398895
1
<0.1%
0
0.0%
1097.5995451140132
1
<0.1%
0
0.0%
1097.6515691913382
1
<0.1%
0
0.0%
1097.8412237621271
1
<0.1%
0
0.0%
1097.9455825831176
1
<0.1%
0
0.0%
1098.2254356956132
1
<0.1%
0
0.0%
1098.2454446836618
1
<0.1%
0
0.0%
LARGEST VALUES
2114.906758005358
1
<0.1%
0
0.0%
1900.8259381704368
1
<0.1%
0
0.0%
1900.007037704948
1
<0.1%
0
0.0%
1846.4468933434264
1
<0.1%
0
0.0%
1825.491263376276
1
<0.1%
0
0.0%
1823.922970430076
1
<0.1%
0
0.0%
1823.3057714321228
1
<0.1%
0
0.0%
1820.750207946642
1
<0.1%
0
0.0%
1815.0373029130049
1
<0.1%
0
0.0%
1813.556958835832
1
<0.1%
0
0.0%
1812.275077315885
1
<0.1%
0
0.0%
1808.1502103750288
1
<0.1%
0
0.0%
1807.540129496541
1
<0.1%
0
0.0%
1807.3884752545223
1
<0.1%
0
0.0%
1806.895076230452
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.96
primary_cleaner.state.floatbank8_c_level
0.94
primary_cleaner.state.floatbank8_d_level
0.70
primary_cleaner.state.floatbank8_d_air
-0.44
rougher.state.floatbank10_f_air
0.33
rougher.state.floatbank10_e_air
0.29
rougher.state.floatbank10_d_air
0.26
final.output.tail_sol
0.25
rougher.input.floatbank10_xanthate
0.23
rougher.state.floatbank10_b_air
0.22
secondary_cleaner.state.floatbank2_b_air
0.22
secondary_cleaner.state.floatbank3_b_air
0.21
rougher.state.floatbank10_a_level
-0.21
rougher.input.floatbank11_xanthate
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-516.4034423828125
1
<0.1%
0
0.0%
-499.9285329196209
1
<0.1%
0
0.0%
-500.4226586200997
1
<0.1%
0
0.0%
-499.6631251980323
1
<0.1%
0
0.0%
-499.5246323812445
1
<0.1%
0
0.0%
-500.1693025022997
1
<0.1%
0
0.0%
-500.5273982385162
1
<0.1%
0
0.0%
-500.82469761989256
1
<0.1%
0
0.0%
-499.6529769182428
1
<0.1%
0
0.0%
-499.8721019177426
1
<0.1%
0
0.0%
-500.7685006381751
1
<0.1%
0
0.0%
-500.8738264579157
1
<0.1%
0
0.0%
-499.39035974199976
1
<0.1%
0
0.0%
-499.90608082784246
1
<0.1%
0
0.0%
-499.7668505730461
1
<0.1%
0
0.0%
SMALLEST VALUES
-740.1221290405414
1
<0.1%
0
0.0%
-628.5975892937428
1
<0.1%
0
0.0%
-613.7012047883492
1
<0.1%
0
0.0%
-612.7437427826179
1
<0.1%
0
0.0%
-608.2930836331133
1
<0.1%
0
0.0%
-602.2201915132913
1
<0.1%
0
0.0%
-599.8708541840267
1
<0.1%
0
0.0%
-595.7893387669773
1
<0.1%
0
0.0%
-595.1423843574775
1
<0.1%
0
0.0%
-593.3037637595463
1
<0.1%
0
0.0%
-583.3896374077442
1
<0.1%
0
0.0%
-581.5531363806251
1
<0.1%
0
0.0%
-572.147841314899
1
<0.1%
0
0.0%
-569.021484375
1
<0.1%
0
0.0%
-567.4186871057444
1
<0.1%
0
0.0%
LARGEST VALUES
-347.3543797848756
1
<0.1%
0
0.0%
-347.5353085308301
1
<0.1%
0
0.0%
-347.798023971647
1
<0.1%
0
0.0%
-348.4281708960341
1
<0.1%
0
0.0%
-348.4282148476091
1
<0.1%
0
0.0%
-348.5058783507465
1
<0.1%
0
0.0%
-348.54151202833054
1
<0.1%
0
0.0%
-348.58628408287615
1
<0.1%
0
0.0%
-348.5999473152417
1
<0.1%
0
0.0%
-348.60147837652954
1
<0.1%
0
0.0%
-348.6596948978625
1
<0.1%
0
0.0%
-348.68238639452414
1
<0.1%
0
0.0%
-348.6836508108706
1
<0.1%
0
0.0%
-348.69326741906457
1
<0.1%
0
0.0%
-348.7218879797822
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_c_air
MISSING:
2
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.94
primary_cleaner.state.floatbank8_a_air
0.93
secondary_cleaner.state.floatbank5_a_air
0.58
secondary_cleaner.state.floatbank4_a_air
0.58
secondary_cleaner.state.floatbank4_b_air
0.58
secondary_cleaner.state.floatbank5_b_air
0.54
secondary_cleaner.state.floatbank3_a_air
0.47
rougher.state.floatbank10_a_air
0.44
primary_cleaner.state.floatbank8_d_air
0.35
secondary_cleaner.state.floatbank3_b_air
0.34
secondary_cleaner.state.floatbank4_a_level
0.32
rougher.state.floatbank10_a_level
0.32
rougher.state.floatbank10_b_level
0.29
rougher.state.floatbank10_e_level
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1549.8739013671875
1
<0.1%
0
0.0%
1454.8285949140245
1
<0.1%
0
0.0%
1347.8232898266028
1
<0.1%
0
0.0%
1346.8884648478493
1
<0.1%
0
0.0%
1349.2324153228046
1
<0.1%
0
0.0%
1350.6037815161717
1
<0.1%
0
0.0%
1351.0887499482026
1
<0.1%
0
0.0%
1351.5737183802337
1
<0.1%
0
0.0%
1352.058686812264
1
<0.1%
0
0.0%
1352.543655244295
1
<0.1%
0
0.0%
1353.028623676326
1
<0.1%
0
0.0%
1369.3544067742832
1
<0.1%
0
0.0%
1449.7508531956146
1
<0.1%
0
0.0%
1454.85272589203
1
<0.1%
0
0.0%
1350.8953727234707
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0151588211591271
1
<0.1%
0
0.0%
0.040552441343752
1
<0.1%
0
0.0%
1.4210987163136506
1
<0.1%
0
0.0%
273.53682269695565
1
<0.1%
0
0.0%
292.6472714626439
1
<0.1%
0
0.0%
304.510642292813
1
<0.1%
0
0.0%
354.8858066600458
1
<0.1%
0
0.0%
437.6941927099112
1
<0.1%
0
0.0%
510.6309499247712
1
<0.1%
0
0.0%
575.3312350343192
1
<0.1%
0
0.0%
956.2327636019188
1
<0.1%
0
0.0%
1032.0276754659162
1
<0.1%
0
0.0%
1034.519643330811
1
<0.1%
0
0.0%
1097.2808762540865
1
<0.1%
0
0.0%
1097.5380608850735
1
<0.1%
0
0.0%
LARGEST VALUES
2013.1564570712965
1
<0.1%
0
0.0%
1987.2394606253977
1
<0.1%
0
0.0%
1867.634284022246
1
<0.1%
0
0.0%
1847.621931843952
1
<0.1%
0
0.0%
1842.0408170909348
1
<0.1%
0
0.0%
1841.8480663173905
1
<0.1%
0
0.0%
1840.6059123567863
1
<0.1%
0
0.0%
1839.9281811124488
1
<0.1%
0
0.0%
1839.456117171046
1
<0.1%
0
0.0%
1839.434867692267
1
<0.1%
0
0.0%
1839.064387415346
1
<0.1%
0
0.0%
1838.9812878108744
1
<0.1%
0
0.0%
1838.3097527813627
1
<0.1%
0
0.0%
1838.2208397075717
1
<0.1%
0
0.0%
1838.1893922682293
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_c_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.96
primary_cleaner.state.floatbank8_b_level
0.94
primary_cleaner.state.floatbank8_d_level
0.68
primary_cleaner.state.floatbank8_d_air
-0.41
rougher.state.floatbank10_f_air
0.31
rougher.state.floatbank10_e_air
0.28
final.output.tail_sol
0.25
rougher.state.floatbank10_d_air
0.25
rougher.input.floatbank10_xanthate
0.24
rougher.state.floatbank10_b_air
0.21
secondary_cleaner.state.floatbank2_b_air
0.21
secondary_cleaner.state.floatbank3_b_air
0.21
rougher.input.floatbank11_xanthate
0.21
final.output.tail_ag
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.6665954589844
1
<0.1%
0
0.0%
-500.5817204074479
1
<0.1%
0
0.0%
-500.6789131147817
1
<0.1%
0
0.0%
-499.9357279927861
1
<0.1%
0
0.0%
-499.7184388939663
1
<0.1%
0
0.0%
-499.7563351724333
1
<0.1%
0
0.0%
-500.4703368031391
1
<0.1%
0
0.0%
-500.04469007629655
1
<0.1%
0
0.0%
-500.60643267775583
1
<0.1%
0
0.0%
-499.7068091726827
1
<0.1%
0
0.0%
-500.25871465923655
1
<0.1%
0
0.0%
-501.3009643880905
1
<0.1%
0
0.0%
-499.7005012372488
1
<0.1%
0
0.0%
-501.2967427506498
1
<0.1%
0
0.0%
-499.9449006326365
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.8030728238956
1
<0.1%
0
0.0%
-799.7878149535719
1
<0.1%
0
0.0%
-799.7190886191397
1
<0.1%
0
0.0%
-799.6817349164778
1
<0.1%
0
0.0%
-799.5603970090604
1
<0.1%
0
0.0%
-799.4390591016429
1
<0.1%
0
0.0%
-799.3177211942253
1
<0.1%
0
0.0%
-799.1963832868078
1
<0.1%
0
0.0%
-799.0750453793903
1
<0.1%
0
0.0%
-799.0021800034398
1
<0.1%
0
0.0%
-790.7157332697943
1
<0.1%
0
0.0%
-782.9120817844031
1
<0.1%
0
0.0%
-774.4745126529497
1
<0.1%
0
0.0%
-718.2315402822635
1
<0.1%
0
0.0%
-714.6025327992827
1
<0.1%
0
0.0%
LARGEST VALUES
-346.6534498040401
1
<0.1%
0
0.0%
-346.79221608880823
1
<0.1%
0
0.0%
-347.2576934103438
1
<0.1%
0
0.0%
-347.33376452913626
1
<0.1%
0
0.0%
-347.4470955530249
1
<0.1%
0
0.0%
-348.01878114165453
1
<0.1%
0
0.0%
-348.0544080351456
1
<0.1%
0
0.0%
-348.2166380861551
1
<0.1%
0
0.0%
-348.2408103074318
1
<0.1%
0
0.0%
-348.36062632857755
1
<0.1%
0
0.0%
-348.39048701592736
1
<0.1%
0
0.0%
-348.4681098125636
1
<0.1%
0
0.0%
-348.51587827988334
1
<0.1%
0
0.0%
-348.5167001330062
1
<0.1%
0
0.0%
-348.58442244821794
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_d_air
MISSING:
3
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_level
-0.44
primary_cleaner.state.floatbank8_c_level
-0.41
primary_cleaner.state.floatbank8_a_level
-0.40
primary_cleaner.state.floatbank8_d_level
-0.38
rougher.state.floatbank10_a_level
0.37
secondary_cleaner.state.floatbank4_a_air
0.37
primary_cleaner.state.floatbank8_c_air
0.35
primary_cleaner.state.floatbank8_b_air
0.33
final.output.tail_sol
-0.32
primary_cleaner.state.floatbank8_a_air
0.32
secondary_cleaner.state.floatbank5_a_air
0.29
rougher.state.floatbank10_d_air
-0.29
secondary_cleaner.state.floatbank4_b_air
0.28
rougher.state.floatbank10_e_air
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1554.367431640625
1
<0.1%
0
0.0%
1448.7114097605163
1
<0.1%
0
0.0%
1358.3649407807477
1
<0.1%
0
0.0%
1355.789582596252
1
<0.1%
0
0.0%
1353.48658155661
1
<0.1%
0
0.0%
1350.295009489671
1
<0.1%
0
0.0%
1348.9829739945376
1
<0.1%
0
0.0%
1351.816768738662
1
<0.1%
0
0.0%
1350.8246863281124
1
<0.1%
0
0.0%
1351.404474704398
1
<0.1%
0
0.0%
1351.5423867561642
1
<0.1%
0
0.0%
1347.4856644868908
1
<0.1%
0
0.0%
1395.7524858432016
1
<0.1%
0
0.0%
1449.4681171591958
1
<0.1%
0
0.0%
1341.3551946716248
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0086546087844756
1
<0.1%
0
0.0%
0.0231525599122365
1
<0.1%
0
0.0%
131.32167192359498
1
<0.1%
0
0.0%
283.5996125628723
1
<0.1%
0
0.0%
352.9997739813083
1
<0.1%
0
0.0%
469.9573846785328
1
<0.1%
0
0.0%
514.6497545429899
1
<0.1%
0
0.0%
523.3482188143406
1
<0.1%
0
0.0%
533.5731012016429
1
<0.1%
0
0.0%
544.4345417396469
1
<0.1%
0
0.0%
544.7458839693641
1
<0.1%
0
0.0%
546.5766064178706
1
<0.1%
0
0.0%
546.8447710100442
1
<0.1%
0
0.0%
548.1485415814966
1
<0.1%
0
0.0%
551.1328474708371
1
<0.1%
0
0.0%
LARGEST VALUES
2398.903635360293
1
<0.1%
0
0.0%
2398.891372208825
1
<0.1%
0
0.0%
2398.888372885701
1
<0.1%
0
0.0%
2398.882674666427
1
<0.1%
0
0.0%
2398.8796324817417
1
<0.1%
0
0.0%
2398.877266069705
1
<0.1%
0
0.0%
2398.876913079724
1
<0.1%
0
0.0%
2398.8710789591096
1
<0.1%
0
0.0%
2398.870892663441
1
<0.1%
0
0.0%
2398.869515140161
1
<0.1%
0
0.0%
2398.857332038663
1
<0.1%
0
0.0%
2398.8565201627325
1
<0.1%
0
0.0%
2398.855072539016
1
<0.1%
0
0.0%
2398.854690565262
1
<0.1%
0
0.0%
2398.8533713875504
1
<0.1%
0
0.0%
primary_cleaner.state.floatbank8_d_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_level
0.70
primary_cleaner.state.floatbank8_a_level
0.69
primary_cleaner.state.floatbank8_c_level
0.68
primary_cleaner.state.floatbank8_d_air
-0.38
rougher.state.floatbank10_f_air
0.29
rougher.state.floatbank10_e_air
0.25
rougher.state.floatbank10_d_air
0.21
final.output.tail_sol
0.20
secondary_cleaner.state.floatbank2_b_air
0.18
secondary_cleaner.state.floatbank6_a_level
0.18
rougher.state.floatbank10_b_air
0.17
final.output.concentrate_sol
-0.16
rougher.input.floatbank10_xanthate
0.16
secondary_cleaner.state.floatbank2_a_level
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-493.4281311035156
1
<0.1%
0
0.0%
-500.8877693093148
1
<0.1%
0
0.0%
-505.5112681669708
1
<0.1%
0
0.0%
-500.24206919195655
1
<0.1%
0
0.0%
-487.5654763006199
1
<0.1%
0
0.0%
-488.154524946515
1
<0.1%
0
0.0%
-514.1715058577902
1
<0.1%
0
0.0%
-501.6859168422317
1
<0.1%
0
0.0%
-492.24750366791926
1
<0.1%
0
0.0%
-505.3666485662408
1
<0.1%
0
0.0%
-470.7722839630305
1
<0.1%
0
0.0%
-507.24637218922805
1
<0.1%
0
0.0%
-504.6103834547265
1
<0.1%
0
0.0%
-486.01055870277327
1
<0.1%
0
0.0%
-495.8408244601907
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.7885975345242
1
<0.1%
0
0.0%
-799.7767704580797
1
<0.1%
0
0.0%
-799.7616406430562
1
<0.1%
0
0.0%
-799.7613692799283
1
<0.1%
0
0.0%
-799.7610979168003
1
<0.1%
0
0.0%
-799.7600124642886
1
<0.1%
0
0.0%
-799.6514824350808
1
<0.1%
0
0.0%
-795.0806954897894
1
<0.1%
0
0.0%
-777.1448486221158
1
<0.1%
0
0.0%
-767.9239825275748
1
<0.1%
0
0.0%
-753.0657175421982
1
<0.1%
0
0.0%
-752.1744865448828
1
<0.1%
0
0.0%
-730.0238787294052
1
<0.1%
0
0.0%
-718.7648387132559
1
<0.1%
0
0.0%
-716.9094467883217
1
<0.1%
0
0.0%
LARGEST VALUES
-30.60182764875876
1
<0.1%
0
0.0%
-40.02717625323836
1
<0.1%
0
0.0%
-66.37716919486778
1
<0.1%
0
0.0%
-107.59509931752136
1
<0.1%
0
0.0%
-114.78048526405011
1
<0.1%
0
0.0%
-114.89261770197407
1
<0.1%
0
0.0%
-126.99003286137062
1
<0.1%
0
0.0%
-131.86758476470172
1
<0.1%
0
0.0%
-137.89169961785194
1
<0.1%
0
0.0%
-143.97904870955108
1
<0.1%
0
0.0%
-150.7869733549774
1
<0.1%
0
0.0%
-151.5375232983337
1
<0.1%
0
0.0%
-153.07903498722783
1
<0.1%
0
0.0%
-154.93755165348813
1
<0.1%
0
0.0%
-155.02814470846317
1
<0.1%
0
0.0%
rougher.calculation.sulfate_to_au_concentrate
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
-0.02
primary_cleaner.output.tail_sol
-0.02
rougher.output.tail_ag
-0.02
final.output.concentrate_sol
-0.02
primary_cleaner.output.concentrate_ag
-0.02
rougher.state.floatbank10_a_air
-0.02
secondary_cleaner.state.floatbank3_a_air
-0.02
rougher.input.feed_ag
-0.02
rougher.input.feed_au
-0.02
final.output.concentrate_ag
-0.02
rougher.output.tail_sol
-0.02
final.output.tail_ag
-0.02
primary_cleaner.output.concentrate_sol
-0.01
secondary_cleaner.state.floatbank4_a_level
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
41885.70703125
1
<0.1%
41344.42732521572
1
<0.1%
54449.470535925146
1
<0.1%
55370.95977637359
1
<0.1%
55913.63987300183
1
<0.1%
55627.217659071095
1
<0.1%
55785.38323536703
1
<0.1%
52356.4377243053
1
<0.1%
47268.3958766031
1
<0.1%
46126.66115641885
1
<0.1%
44401.86535881879
1
<0.1%
41151.53849132759
1
<0.1%
41124.1585496616
1
<0.1%
41218.28309476825
1
<0.1%
51530.673450430775
1
<0.1%
SMALLEST VALUES
-42235197.36918358
1
<0.1%
-15488584.029689554
1
<0.1%
-720644.2627132577
1
<0.1%
-398508.96702682064
1
<0.1%
-38982.58983469192
1
<0.1%
-26651.14842220705
1
<0.1%
-13445.083790697474
1
<0.1%
-5601.81181596495
1
<0.1%
-3636.447388218408
1
<0.1%
-3298.7309133519025
1
<0.1%
-3278.0307666037543
1
<0.1%
-2793.0187564622115
1
<0.1%
-2682.273804008522
1
<0.1%
-2462.791850318408
1
<0.1%
-2403.6654619496207
1
<0.1%
LARGEST VALUES
3428098.9389996207
1
<0.1%
1208360.6222556017
1
<0.1%
782969.7723556889
1
<0.1%
715402.4810439226
1
<0.1%
258854.991986519
1
<0.1%
234926.4591889993
1
<0.1%
229457.5832635373
1
<0.1%
223708.8019721965
1
<0.1%
208075.35465893155
1
<0.1%
206622.6032126236
1
<0.1%
201434.9960528577
1
<0.1%
195680.38097113188
1
<0.1%
163036.06586057082
1
<0.1%
153798.03723682842
1
<0.1%
139196.5743242059
1
<0.1%
rougher.calculation.floatbank10_sulfate_to_au_feed
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank11_sulfate_to_au_feed
0.97
secondary_cleaner.output.tail_sol
-0.13
primary_cleaner.input.sulfate
-0.10
rougher.input.floatbank11_xanthate
-0.10
rougher.input.floatbank10_xanthate
-0.09
rougher.input.floatbank10_sulfate
0.09
rougher.state.floatbank10_c_level
0.09
rougher.input.feed_rate
-0.09
rougher.state.floatbank10_e_level
0.09
rougher.state.floatbank10_f_level
0.09
rougher.state.floatbank10_d_level
0.09
secondary_cleaner.state.floatbank4_b_level
0.09
rougher.state.floatbank10_b_level
0.09
primary_cleaner.output.concentrate_sol
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3481.779052734375
1
<0.1%
4540.156247159981
1
<0.1%
6160.200703840202
1
<0.1%
5746.705676838416
1
<0.1%
5695.071897969884
1
<0.1%
4888.128198711257
1
<0.1%
4285.872013707295
1
<0.1%
3858.584201752911
1
<0.1%
3580.016334566863
1
<0.1%
3720.041912384504
1
<0.1%
3537.136729834299
1
<0.1%
3630.951563302445
1
<0.1%
3892.286638393767
1
<0.1%
5011.3907159567
1
<0.1%
4819.243222651022
1
<0.1%
SMALLEST VALUES
-486.5986753054797
1
<0.1%
-186.07762224607467
1
<0.1%
-148.00225055664296
1
<0.1%
-33.06517024107135
1
<0.1%
-32.33698941101107
1
<0.1%
-30.022327409594105
1
<0.1%
-29.893123639922127
1
<0.1%
-28.84100694142677
1
<0.1%
-28.300285397783533
1
<0.1%
-27.96418337099373
1
<0.1%
-27.9402374756712
1
<0.1%
-27.3330123973776
1
<0.1%
-14.639613717392704
1
<0.1%
-12.348006529308154
1
<0.1%
-8.984719883314717
1
<0.1%
LARGEST VALUES
629638.9779140438
1
<0.1%
234425.8597269421
1
<0.1%
20960.01223887307
1
<0.1%
20450.36730738653
1
<0.1%
19213.716053278134
1
<0.1%
18035.54526873936
1
<0.1%
17174.958206914587
1
<0.1%
16821.247990615226
1
<0.1%
16572.99461049704
1
<0.1%
16259.29072427132
1
<0.1%
16064.82570586726
1
<0.1%
15069.644363983374
1
<0.1%
15027.13346256121
1
<0.1%
15019.298962566534
1
<0.1%
15018.734789041851
1
<0.1%
rougher.calculation.floatbank11_sulfate_to_au_feed
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank10_sulfate_to_au_feed
0.97
rougher.input.floatbank11_sulfate
0.09
rougher.input.floatbank11_xanthate
-0.07
rougher.input.feed_au
-0.07
rougher.input.floatbank10_xanthate
-0.07
final.output.tail_ag
-0.06
rougher.input.feed_ag
-0.06
primary_cleaner.output.concentrate_sol
-0.06
rougher.input.floatbank10_sulfate
0.05
secondary_cleaner.output.tail_au
0.05
primary_cleaner.output.concentrate_ag
-0.05
final.output.recovery
-0.05
primary_cleaner.output.tail_pb
-0.04
secondary_cleaner.state.floatbank4_b_level
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3520.337158203125
1
<0.1%
4540.058513387783
1
<0.1%
6160.3180691965135
1
<0.1%
5746.725445035125
1
<0.1%
5695.193189244679
1
<0.1%
4888.443735952123
1
<0.1%
4285.6296485854855
1
<0.1%
3858.4938802227007
1
<0.1%
3580.075559949959
1
<0.1%
3719.943122256852
1
<0.1%
3537.3161491342985
1
<0.1%
3630.721617654793
1
<0.1%
3892.295817241768
1
<0.1%
5011.333832574339
1
<0.1%
4819.188802059214
1
<0.1%
SMALLEST VALUES
-264.9827850134316
1
<0.1%
-97.90420177352816
1
<0.1%
-94.42628488216695
1
<0.1%
-21.317551319503902
1
<0.1%
-4.111731697255549
1
<0.1%
-3.5412006408273378
1
<0.1%
-2.38306104574238
1
<0.1%
-2.2960507664968413
1
<0.1%
-2.2131212716681885
1
<0.1%
-1.833085945966404
1
<0.1%
-1.4007964470802938
1
<0.1%
-1.309532247192886
1
<0.1%
-1.182256616749742
1
<0.1%
-1.0694705097340953
1
<0.1%
-0.8830542146512864
1
<0.1%
LARGEST VALUES
718684.9558548755
1
<0.1%
337629.41766815697
1
<0.1%
29105.60671006433
1
<0.1%
20865.828788800583
1
<0.1%
19812.08733987985
1
<0.1%
19214.056617088063
1
<0.1%
14471.521156804309
1
<0.1%
13423.073400488534
1
<0.1%
13273.229185354554
1
<0.1%
13043.149053742314
1
<0.1%
12575.290652479236
1
<0.1%
12374.204411704204
1
<0.1%
12231.101113761692
1
<0.1%
12157.872821466346
1
<0.1%
11997.913579156591
1
<0.1%
rougher.calculation.au_pb_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
-0.54
final.output.tail_pb
-0.45
rougher.output.concentrate_pb
-0.40
final.output.concentrate_pb
-0.36
secondary_cleaner.output.tail_pb
-0.36
rougher.state.floatbank10_a_level
-0.31
primary_cleaner.output.concentrate_pb
-0.31
rougher.output.tail_sol
0.23
primary_cleaner.output.tail_pb
-0.22
secondary_cleaner.output.tail_sol
0.21
secondary_cleaner.state.floatbank4_b_air
-0.20
rougher.state.floatbank10_d_air
0.20
primary_cleaner.input.feed_size
0.20
final.output.concentrate_ag
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.9326807875429288
10
<0.1%
1.0
5
<0.1%
2.025583579314256
5
<0.1%
1.690584987341312
5
<0.1%
1.1240567627057791
3
<0.1%
2.838686775430068
1
<0.1%
2.384194677121968
1
<0.1%
1.3645091717897635
1
<0.1%
1.4705651060906086
1
<0.1%
1.5220675866190163
1
<0.1%
1.5938641841439658
1
<0.1%
1.6314443297361725
1
<0.1%
1.6109998739680182
1
<0.1%
1.6985804661124797
1
<0.1%
1.9329100656834268
1
<0.1%
SMALLEST VALUES
-0.0105476129695348
1
<0.1%
-0.0056862917912192
1
<0.1%
-0.0055522329860029
1
<0.1%
-0.0048681923782526
1
<0.1%
-0.0039149953315745
1
<0.1%
-0.0025133710704849
1
<0.1%
-0.0016094012790467
1
<0.1%
-0.0015652688992182
1
<0.1%
-0.0015048925984927
1
<0.1%
-0.0013717835781327
1
<0.1%
-0.001058335335669
1
<0.1%
-0.0010165110078627
1
<0.1%
-0.0009452505583122
1
<0.1%
-0.0009032479049669
1
<0.1%
-0.0008521958675209
1
<0.1%
LARGEST VALUES
39.37927198484917
1
<0.1%
27.231373960155054
1
<0.1%
20.47035705309204
1
<0.1%
19.4103947073726
1
<0.1%
17.664707860435296
1
<0.1%
17.44595725279031
1
<0.1%
16.75007915708135
1
<0.1%
15.63413646198932
1
<0.1%
15.465471502080202
1
<0.1%
14.495362157580654
1
<0.1%
13.974453473676766
1
<0.1%
12.99025480722831
1
<0.1%
12.968923107523244
1
<0.1%
12.22088371264272
1
<0.1%
12.085307696321273
1
<0.1%
rougher.input.feed_ag
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.85
final.output.tail_ag
0.75
primary_cleaner.input.sulfate
0.54
primary_cleaner.output.concentrate_ag
0.52
primary_cleaner.output.concentrate_sol
0.51
rougher.input.feed_pb
0.49
primary_cleaner.input.depressant
0.48
rougher.output.concentrate_ag
0.47
final.output.tail_au
0.46
final.output.concentrate_sol
0.45
rougher.output.tail_ag
0.44
final.output.concentrate_ag
0.42
primary_cleaner.output.tail_pb
0.38
primary_cleaner.output.tail_ag
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.973955154418945
10
<0.1%
0
0.0%
0.0099999997764825
5
<0.1%
0
0.0%
8.364123344421388
5
<0.1%
0
0.0%
7.061727523803711
5
<0.1%
0
0.0%
6.773406028747559
3
<0.1%
0
0.0%
6.100378036499023
1
<0.1%
0
0.0%
7.458548570711937
1
<0.1%
0
0.0%
6.481886173958568
1
<0.1%
0
0.0%
6.322466868978887
1
<0.1%
0
0.0%
6.101701400017357
1
<0.1%
0
0.0%
6.44091915472334
1
<0.1%
0
0.0%
6.562691051504674
1
<0.1%
0
0.0%
6.6710318129790585
1
<0.1%
0
0.0%
6.855696686711025
1
<0.1%
0
0.0%
7.306718386085582
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0
0.0%
1.0156763709019287
1
<0.1%
0
0.0%
1.1067579028686303
1
<0.1%
0
0.0%
1.1169297288576123
1
<0.1%
0
0.0%
1.226494222490582
1
<0.1%
0
0.0%
1.6127453067613151
1
<0.1%
0
0.0%
1.778220567399318
1
<0.1%
0
0.0%
1.9549707798088485
1
<0.1%
0
0.0%
2.1735182187868407
1
<0.1%
0
0.0%
2.2156882574568586
1
<0.1%
0
0.0%
2.2766824591977355
1
<0.1%
0
0.0%
2.3748261555701737
1
<0.1%
0
0.0%
2.713825949747996
1
<0.1%
0
0.0%
2.814340739027152
1
<0.1%
0
0.0%
2.853549232887696
1
<0.1%
0
0.0%
LARGEST VALUES
14.596025956842716
1
<0.1%
0
0.0%
14.533697585555911
1
<0.1%
0
0.0%
14.450686921722946
1
<0.1%
0
0.0%
14.4052011667771
1
<0.1%
0
0.0%
14.25544418091887
1
<0.1%
0
0.0%
14.201605676954038
1
<0.1%
0
0.0%
14.119492782450369
1
<0.1%
0
0.0%
14.088550082637322
1
<0.1%
0
0.0%
14.07338228049024
1
<0.1%
0
0.0%
14.011162555761356
1
<0.1%
0
0.0%
13.98144930575688
1
<0.1%
0
0.0%
13.980898529859813
1
<0.1%
0
0.0%
13.97343965413871
1
<0.1%
0
0.0%
13.961193948101974
1
<0.1%
0
0.0%
13.960561827980056
1
<0.1%
0
0.0%
rougher.input.feed_pb
MISSING:
100
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_pb
0.79
rougher.input.feed_au
0.69
primary_cleaner.input.sulfate
0.55
rougher.calculation.au_pb_ratio
-0.54
primary_cleaner.output.tail_pb
0.51
rougher.input.feed_ag
0.49
primary_cleaner.output.concentrate_pb
0.47
rougher.output.concentrate_pb
0.46
final.output.tail_au
0.44
rougher.output.tail_sol
-0.43
final.output.tail_ag
0.40
primary_cleaner.output.tail_ag
0.37
rougher.state.floatbank10_e_air
-0.34
rougher.state.floatbank10_d_air
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3.909912109375
11
<0.1%
0
0.0%
5.03857421875
6
<0.1%
0
0.0%
0.0099999997764825
5
<0.1%
0
0.0%
3.659912109375
5
<0.1%
0
0.0%
5.69482421875
4
<0.1%
1
<0.1%
4.41357421875
2
<0.1%
0
0.0%
4.28857421875
2
<0.1%
0
0.0%
4.35107421875
2
<0.1%
1
<0.1%
3.693927184877296
1
<0.1%
0
0.0%
4.239567818906572
1
<0.1%
0
0.0%
5.103101463317871
1
<0.1%
0
0.0%
4.4632511945565545
1
<0.1%
0
0.0%
4.841007120874194
1
<0.1%
0
0.0%
5.284572872320812
1
<0.1%
0
0.0%
5.287176371547911
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0
0.0%
0.088552105876491
1
<0.1%
0
0.0%
0.1258894983180087
1
<0.1%
0
0.0%
0.1287273880993921
1
<0.1%
0
0.0%
0.1576860356029162
1
<0.1%
0
0.0%
0.1669021193491062
1
<0.1%
0
0.0%
0.2075222270935046
1
<0.1%
0
0.0%
0.2507154502351566
1
<0.1%
0
0.0%
0.2757378229344936
1
<0.1%
0
0.0%
0.3159800099735407
1
<0.1%
0
0.0%
0.3187174870338317
1
<0.1%
0
0.0%
0.3281345496692423
1
<0.1%
0
0.0%
0.3291524634013573
1
<0.1%
0
0.0%
0.3306290251596106
1
<0.1%
0
0.0%
0.3363273301820219
1
<0.1%
0
0.0%
LARGEST VALUES
7.142594103283352
1
<0.1%
0
0.0%
7.05232490989897
1
<0.1%
0
0.0%
6.9119473446740045
1
<0.1%
0
0.0%
6.844690920379428
1
<0.1%
0
0.0%
6.833610148164961
1
<0.1%
0
0.0%
6.808436933755875
1
<0.1%
0
0.0%
6.738466039498648
1
<0.1%
0
0.0%
6.72165102812979
1
<0.1%
0
0.0%
6.7177200494872205
1
<0.1%
0
0.0%
6.710067193243238
1
<0.1%
0
0.0%
6.699221528106266
1
<0.1%
0
0.0%
6.692754092216492
1
<0.1%
0
0.0%
6.68308569934633
1
<0.1%
0
0.0%
6.676257067918778
1
<0.1%
0
0.0%
6.675861407385932
1
<0.1%
0
0.0%
rougher.input.feed_rate
MISSING:
8
(<1%)
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_xanthate
0.60
rougher.input.floatbank11_xanthate
0.59
rougher.input.feed_sol
0.55
final.output.tail_sol
0.40
rougher.output.tail_sol
0.39
final.output.tail_au
-0.34
secondary_cleaner.output.tail_ag
0.33
rougher.state.floatbank10_e_level
-0.32
rougher.output.tail_ag
-0.32
rougher.state.floatbank10_f_level
-0.32
rougher.state.floatbank10_c_level
-0.32
rougher.input.floatbank11_sulfate
0.32
final.output.tail_pb
-0.32
secondary_cleaner.state.floatbank4_a_level
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
523.5463256835939
1
<0.1%
0
0.0%
522.2707272737135
1
<0.1%
0
0.0%
492.18365674163874
1
<0.1%
0
0.0%
536.251746210462
1
<0.1%
0
0.0%
533.531027832241
1
<0.1%
0
0.0%
503.44586421040975
1
<0.1%
0
0.0%
485.1715458660778
1
<0.1%
0
0.0%
485.72966860081976
1
<0.1%
0
0.0%
511.44343543232566
1
<0.1%
0
0.0%
473.1656883976932
1
<0.1%
0
0.0%
463.6306055955751
1
<0.1%
0
0.0%
508.20412789277407
1
<0.1%
0
0.0%
511.14033769279627
1
<0.1%
0
0.0%
521.5050234407016
1
<0.1%
0
0.0%
550.7223600819957
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0127856991420211
1
<0.1%
0
0.0%
0.0228024679912529
1
<0.1%
0
0.0%
0.0233928222030318
1
<0.1%
0
0.0%
0.0237877330135796
1
<0.1%
0
0.0%
0.0295449872899417
1
<0.1%
0
0.0%
0.0891494143366082
1
<0.1%
0
0.0%
0.0899990802646261
1
<0.1%
0
0.0%
0.1046604333271865
1
<0.1%
0
0.0%
0.1106790576467204
1
<0.1%
0
0.0%
0.1179052824001442
1
<0.1%
0
0.0%
0.1285198074909273
1
<0.1%
0
0.0%
0.1360590045767109
1
<0.1%
0
0.0%
0.1378771785540631
1
<0.1%
0
0.0%
0.1524482049364724
1
<0.1%
0
0.0%
0.1538070746753334
1
<0.1%
0
0.0%
LARGEST VALUES
717.5088371176428
1
<0.1%
0
0.0%
674.5433434799418
1
<0.1%
0
0.0%
672.4818788514805
1
<0.1%
0
0.0%
669.0286612416512
1
<0.1%
0
0.0%
660.9601314787784
1
<0.1%
0
0.0%
660.9292184231031
1
<0.1%
0
0.0%
658.4123393079852
1
<0.1%
0
0.0%
658.2280824129639
1
<0.1%
0
0.0%
657.631666578349
1
<0.1%
0
0.0%
657.3104058510826
1
<0.1%
0
0.0%
656.5345344080067
1
<0.1%
0
0.0%
653.1315603343893
1
<0.1%
0
0.0%
650.7499888214638
1
<0.1%
0
0.0%
650.6248677693292
1
<0.1%
0
0.0%
650.2955221190848
1
<0.1%
0
0.0%
rougher.input.feed_size
MISSING:
144
(1%)
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
-0.28
rougher.input.floatbank11_sulfate
-0.24
rougher.output.tail_ag
-0.24
rougher.state.floatbank10_a_level
0.22
secondary_cleaner.state.floatbank4_a_air
0.20
rougher.output.tail_au
-0.18
rougher.output.tail_sol
0.17
primary_cleaner.output.tail_ag
0.17
secondary_cleaner.state.floatbank2_b_level
-0.17
final.output.concentrate_sol
-0.16
primary_cleaner.output.tail_pb
0.16
final.output.tail_au
-0.16
primary_cleaner.output.tail_sol
-0.15
secondary_cleaner.state.floatbank6_a_air
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
72.91988372802734
6
<0.1%
0
0.0%
51.8118896484375
4
<0.1%
0
0.0%
55.48659896850586
1
<0.1%
0
0.0%
53.328859019067146
1
<0.1%
0
0.0%
51.49128801088949
1
<0.1%
0
0.0%
52.15167279060218
1
<0.1%
0
0.0%
51.5195893347399
1
<0.1%
0
0.0%
52.908201555784615
1
<0.1%
0
0.0%
52.95483816548185
1
<0.1%
0
0.0%
52.1560810424819
1
<0.1%
0
0.0%
52.51190362044292
1
<0.1%
0
0.0%
52.00776343832632
1
<0.1%
0
0.0%
52.27128210643369
1
<0.1%
0
0.0%
52.71661356435224
1
<0.1%
0
0.0%
52.46873101816498
1
<0.1%
0
0.0%
SMALLEST VALUES
9.659576314610517
1
<0.1%
0
0.0%
12.19155384749176
1
<0.1%
0
0.0%
14.24924554892008
1
<0.1%
0
0.0%
14.3892235688307
1
<0.1%
0
0.0%
14.885601668320785
1
<0.1%
0
0.0%
18.673224007485928
1
<0.1%
0
0.0%
19.348608780715413
1
<0.1%
0
0.0%
20.06027751422585
1
<0.1%
0
0.0%
20.511488613643824
1
<0.1%
0
0.0%
20.59962074935191
1
<0.1%
0
0.0%
21.34567018984211
1
<0.1%
0
0.0%
21.55333512467932
1
<0.1%
0
0.0%
21.841427123689428
1
<0.1%
0
0.0%
22.02378439756393
1
<0.1%
0
0.0%
22.40737742808004
1
<0.1%
0
0.0%
LARGEST VALUES
484.9674664939735
1
<0.1%
0
0.0%
449.8254020774463
1
<0.1%
0
0.0%
416.3463659159143
1
<0.1%
0
0.0%
404.8515429447037
1
<0.1%
0
0.0%
386.1357169023442
1
<0.1%
0
0.0%
368.88253382265486
1
<0.1%
0
0.0%
355.05956749006515
1
<0.1%
0
0.0%
343.30747408092435
1
<0.1%
0
0.0%
339.303396831476
1
<0.1%
0
0.0%
339.28536500844217
1
<0.1%
0
0.0%
339.2725888432288
1
<0.1%
0
0.0%
339.2673331854085
1
<0.1%
0
0.0%
339.26262103339053
1
<0.1%
0
0.0%
339.25265322355216
1
<0.1%
0
0.0%
339.2493013623747
1
<0.1%
0
0.0%
rougher.input.feed_sol
MISSING:
78
(<1%)
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_rate
0.55
rougher.output.tail_sol
0.46
primary_cleaner.input.sulfate
0.37
rougher.input.floatbank10_xanthate
0.32
rougher.input.floatbank11_xanthate
0.31
primary_cleaner.output.tail_sol
0.29
final.output.tail_sol
0.28
rougher.state.floatbank10_a_level
0.27
primary_cleaner.output.concentrate_pb
0.27
final.output.recovery
0.26
rougher.output.tail_au
-0.26
rougher.output.tail_ag
-0.26
rougher.state.floatbank10_d_air
-0.26
rougher.input.floatbank11_sulfate
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
36.80859375
7
<0.1%
1
<0.1%
40.05859375
6
<0.1%
0
0.0%
38.05859375
6
<0.1%
1
<0.1%
0.0099999997764825
5
<0.1%
0
0.0%
39.80859375
3
<0.1%
0
0.0%
39.05859375
2
<0.1%
0
0.0%
40.80859375
2
<0.1%
1
<0.1%
37.80859375
2
<0.1%
0
0.0%
38.55859375
2
<0.1%
0
0.0%
35.55859375
2
<0.1%
1
<0.1%
39.55859375
2
<0.1%
0
0.0%
40.453546511332185
1
<0.1%
0
0.0%
39.83863174120585
1
<0.1%
0
0.0%
40.00473113165961
1
<0.1%
0
0.0%
38.74083185407851
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0
0.0%
0.4638665998335708
1
<0.1%
0
0.0%
3.1359269361940263
1
<0.1%
0
0.0%
4.592245775608139
1
<0.1%
0
0.0%
4.970328570734488
1
<0.1%
0
0.0%
5.112079476502792
1
<0.1%
0
0.0%
5.423679826409682
1
<0.1%
0
0.0%
5.495733877775363
1
<0.1%
0
0.0%
5.6225680267479685
1
<0.1%
0
0.0%
5.868278051647875
1
<0.1%
0
0.0%
6.448559473239151
1
<0.1%
0
0.0%
6.785795699556669
1
<0.1%
0
0.0%
7.150295606810187
1
<0.1%
0
0.0%
7.439165962113893
1
<0.1%
0
0.0%
7.484795787235101
1
<0.1%
0
0.0%
LARGEST VALUES
48.36317715326946
1
<0.1%
0
0.0%
48.306232367621526
1
<0.1%
0
0.0%
48.195295482211634
1
<0.1%
0
0.0%
48.12380208333333
1
<0.1%
0
0.0%
47.67855825742087
1
<0.1%
0
0.0%
47.655587157143486
1
<0.1%
0
0.0%
47.37695746633742
1
<0.1%
0
0.0%
47.30744894663494
1
<0.1%
0
0.0%
47.30449433644613
1
<0.1%
0
0.0%
47.24152969148424
1
<0.1%
0
0.0%
47.22694089253744
1
<0.1%
0
0.0%
47.169144999186194
1
<0.1%
0
0.0%
47.14214045736525
1
<0.1%
0
0.0%
47.13920927471585
1
<0.1%
0
0.0%
47.037783425649
1
<0.1%
0
0.0%
rougher.input.feed_au
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.85
rougher.input.feed_pb
0.69
final.output.tail_au
0.62
primary_cleaner.input.sulfate
0.61
final.output.tail_ag
0.58
rougher.output.tail_ag
0.51
final.output.tail_pb
0.49
final.output.concentrate_sol
0.46
primary_cleaner.output.concentrate_sol
0.43
primary_cleaner.input.depressant
0.42
primary_cleaner.output.concentrate_ag
0.39
primary_cleaner.output.tail_sol
0.37
rougher.output.tail_au
0.36
final.output.recovery
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.556612014770508
10
<0.1%
0
0.0%
0.0099999997764825
5
<0.1%
0
0.0%
7.413457870483397
5
<0.1%
0
0.0%
8.51813793182373
5
<0.1%
0
0.0%
6.401305675506593
3
<0.1%
0
0.0%
6.486149787902832
1
<0.1%
0
0.0%
8.582327496494209
1
<0.1%
0
0.0%
6.263211872218486
1
<0.1%
0
0.0%
6.141661784908234
1
<0.1%
0
0.0%
5.670456756057657
1
<0.1%
0
0.0%
5.76349430945328
1
<0.1%
0
0.0%
6.083289847994353
1
<0.1%
0
0.0%
7.019038065180099
1
<0.1%
0
0.0%
7.789291395509394
1
<0.1%
0
0.0%
8.594878790687519
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0
0.0%
0.5881524872147755
1
<0.1%
0
0.0%
0.6259684010433395
1
<0.1%
0
0.0%
0.7140357109738721
1
<0.1%
0
0.0%
0.7481976486742496
1
<0.1%
0
0.0%
0.7611505039201842
1
<0.1%
0
0.0%
0.8049005569683181
1
<0.1%
0
0.0%
0.8252065593136164
1
<0.1%
0
0.0%
0.8549588824311892
1
<0.1%
0
0.0%
0.8640441281550253
1
<0.1%
0
0.0%
0.8741875009238721
1
<0.1%
0
0.0%
0.8858746528128782
1
<0.1%
0
0.0%
0.8898643119216689
1
<0.1%
0
0.0%
0.943717273762191
1
<0.1%
0
0.0%
0.9836885433889822
1
<0.1%
0
0.0%
LARGEST VALUES
13.126042672939944
1
<0.1%
0
0.0%
13.079581645111064
1
<0.1%
0
0.0%
13.076835602634723
1
<0.1%
0
0.0%
12.96663215409412
1
<0.1%
0
0.0%
12.875059187296287
1
<0.1%
0
0.0%
12.80382283797515
1
<0.1%
0
0.0%
12.768242173667751
1
<0.1%
0
0.0%
12.73838570857679
1
<0.1%
0
0.0%
12.719841104450811
1
<0.1%
0
0.0%
12.69291665347728
1
<0.1%
0
0.0%
12.692147643129056
1
<0.1%
0
0.0%
12.667267347498631
1
<0.1%
0
0.0%
12.666430779505612
1
<0.1%
0
0.0%
12.644982900802123
1
<0.1%
0
0.0%
12.635616329727902
1
<0.1%
0
0.0%
rougher.input.floatbank10_sulfate
MISSING:
29
(<1%)
5
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_sulfate
0.80
secondary_cleaner.state.floatbank4_b_level
0.42
final.output.tail_pb
0.39
primary_cleaner.input.sulfate
0.37
rougher.output.tail_ag
0.32
final.output.tail_au
0.30
rougher.input.feed_au
0.29
primary_cleaner.output.tail_sol
0.25
rougher.output.tail_au
0.25
rougher.input.feed_pb
0.25
secondary_cleaner.output.tail_au
0.23
rougher.state.floatbank10_d_level
0.22
rougher.state.floatbank10_c_level
0.21
rougher.state.floatbank10_f_level
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
11.986616134643556
1
<0.1%
0
0.0%
17.000202676364438
1
<0.1%
0
0.0%
17.001807087946048
1
<0.1%
0
0.0%
16.99807212240431
1
<0.1%
0
0.0%
17.001833910667948
1
<0.1%
0
0.0%
17.001132318295856
1
<0.1%
0
0.0%
17.001308213158442
1
<0.1%
0
0.0%
16.99918603084973
1
<0.1%
0
0.0%
17.00070314582259
1
<0.1%
0
0.0%
16.997527476174778
1
<0.1%
0
0.0%
17.000851793500967
1
<0.1%
0
0.0%
16.99833580314239
1
<0.1%
0
0.0%
16.99647996156557
1
<0.1%
0
0.0%
17.00128406872869
1
<0.1%
0
0.0%
17.00014448527564
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0010831123366383
1
<0.1%
0
0.0%
0.0011640399742066
1
<0.1%
0
0.0%
0.0016131298412751
1
<0.1%
0
0.0%
0.003079090896191
1
<0.1%
0
0.0%
0.0040730390283324
1
<0.1%
0
0.0%
0.0090806365481258
1
<0.1%
0
0.0%
0.013508778158332
1
<0.1%
0
0.0%
0.0153695940504271
1
<0.1%
0
0.0%
0.0220888909284847
1
<0.1%
0
0.0%
0.0732451436660041
1
<0.1%
0
0.0%
0.0820552048838375
1
<0.1%
0
0.0%
0.1398629343286129
1
<0.1%
0
0.0%
0.2516337735126876
1
<0.1%
0
0.0%
0.2606983145774863
1
<0.1%
0
0.0%
0.3547838263663025
1
<0.1%
0
0.0%
LARGEST VALUES
36.11827473927608
1
<0.1%
0
0.0%
31.39304469323056
1
<0.1%
0
0.0%
30.830566943527288
1
<0.1%
0
0.0%
30.63180320611053
1
<0.1%
0
0.0%
30.27236186294037
1
<0.1%
0
0.0%
30.01697770252469
1
<0.1%
0
0.0%
30.010758727164596
1
<0.1%
0
0.0%
30.00452293575869
1
<0.1%
0
0.0%
30.00376410301748
1
<0.1%
0
0.0%
30.003684596932175
1
<0.1%
0
0.0%
30.00330877982287
1
<0.1%
0
0.0%
30.002280490684253
1
<0.1%
0
0.0%
30.00208708218101
1
<0.1%
0
0.0%
30.00173843577013
1
<0.1%
0
0.0%
30.00132752232949
1
<0.1%
0
0.0%
rougher.input.floatbank10_xanthate
MISSING:
8
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_xanthate
0.94
rougher.input.feed_rate
0.60
primary_cleaner.input.sulfate
0.39
primary_cleaner.input.xanthate
0.38
primary_cleaner.input.depressant
0.37
secondary_cleaner.state.floatbank4_b_level
-0.36
rougher.state.floatbank10_c_level
-0.36
rougher.state.floatbank10_d_level
-0.36
rougher.state.floatbank10_e_level
-0.36
rougher.state.floatbank10_f_level
-0.36
rougher.state.floatbank10_b_level
-0.36
primary_cleaner.output.concentrate_sol
0.35
final.output.recovery
0.33
rougher.input.feed_sol
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
6.0079898834228525
1
<0.1%
0
0.0%
6.342422804023683
1
<0.1%
0
0.0%
5.998677349438398
1
<0.1%
0
0.0%
5.998747681872271
1
<0.1%
0
0.0%
6.000570296865453
1
<0.1%
0
0.0%
6.0637719073564185
1
<0.1%
0
0.0%
6.297920029443327
1
<0.1%
0
0.0%
6.458110534355284
1
<0.1%
0
0.0%
6.497396328487242
1
<0.1%
0
0.0%
6.405519863025239
1
<0.1%
0
0.0%
6.382056371598878
1
<0.1%
0
0.0%
6.371051718281333
1
<0.1%
0
0.0%
6.359978006093034
1
<0.1%
0
0.0%
6.326186897793377
1
<0.1%
0
0.0%
5.79328431335968
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0014276846764186
1
<0.1%
0
0.0%
0.0021499656793274
1
<0.1%
0
0.0%
0.002655453999622
1
<0.1%
0
0.0%
0.0039095190688404
1
<0.1%
0
0.0%
0.0042716606214338
1
<0.1%
0
0.0%
0.0046428459275732
1
<0.1%
0
0.0%
0.0046665532776825
1
<0.1%
0
0.0%
0.004862808645709
1
<0.1%
0
0.0%
0.0048974238026663
1
<0.1%
0
0.0%
0.0050457797733642
1
<0.1%
0
0.0%
0.0050879901102762
1
<0.1%
0
0.0%
0.005389459894679
1
<0.1%
0
0.0%
0.0054336147308283
1
<0.1%
0
0.0%
0.0055660953895989
1
<0.1%
0
0.0%
0.0057854420279519
1
<0.1%
0
0.0%
LARGEST VALUES
9.703448040845032
1
<0.1%
0
0.0%
9.6746214051951
1
<0.1%
0
0.0%
9.655246545383656
1
<0.1%
0
0.0%
9.517497202628377
1
<0.1%
0
0.0%
9.491714771467024
1
<0.1%
0
0.0%
9.396928429900472
1
<0.1%
0
0.0%
9.385890264896284
1
<0.1%
0
0.0%
9.341511301470492
1
<0.1%
0
0.0%
9.308612125741996
1
<0.1%
0
0.0%
9.304952080361693
1
<0.1%
0
0.0%
9.299606068264689
1
<0.1%
0
0.0%
9.297709489474396
1
<0.1%
0
0.0%
9.267753820334626
1
<0.1%
0
0.0%
9.158608582170316
1
<0.1%
0
0.0%
9.122333168469224
1
<0.1%
0
0.0%
rougher.input.floatbank11_sulfate
MISSING:
36
(<1%)
8
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_sulfate
0.80
primary_cleaner.input.sulfate
0.49
rougher.input.feed_rate
0.32
primary_cleaner.output.tail_sol
0.31
secondary_cleaner.output.tail_au
0.29
final.output.tail_pb
0.28
primary_cleaner.input.depressant
0.27
secondary_cleaner.state.floatbank2_b_level
0.26
final.output.tail_sol
0.26
secondary_cleaner.state.floatbank4_b_level
0.26
rougher.output.tail_ag
0.25
rougher.input.feed_sol
0.25
rougher.input.feed_size
-0.24
rougher.state.floatbank10_e_air
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
11.836743354797363
1
<0.1%
0
0.0%
17.00029115021093
1
<0.1%
0
0.0%
17.001771119336173
1
<0.1%
0
0.0%
17.000002346960578
1
<0.1%
0
0.0%
16.99918970707466
1
<0.1%
0
0.0%
17.001121560023044
1
<0.1%
0
0.0%
16.998035002552413
1
<0.1%
0
0.0%
17.00232930455173
1
<0.1%
0
0.0%
16.99824686958869
1
<0.1%
0
0.0%
17.000549790559074
1
<0.1%
0
0.0%
17.000326315477096
1
<0.1%
0
0.0%
16.99998146988896
1
<0.1%
0
0.0%
17.00050623120877
1
<0.1%
0
0.0%
16.998249902915507
1
<0.1%
0
0.0%
17.000492035848687
1
<0.1%
0
0.0%
SMALLEST VALUES
9.787336238683812e-05
1
<0.1%
0
0.0%
0.0001627663028239
1
<0.1%
0
0.0%
0.0005287476193534
1
<0.1%
0
0.0%
0.0007256641310342
1
<0.1%
0
0.0%
0.0009317680595106
1
<0.1%
0
0.0%
0.0010558147643588
1
<0.1%
0
0.0%
0.0015567261164393
1
<0.1%
0
0.0%
0.001973052823299
1
<0.1%
0
0.0%
0.0024237227448394
1
<0.1%
0
0.0%
0.0030461442645852
1
<0.1%
0
0.0%
0.0031526462154369
1
<0.1%
0
0.0%
0.0033723490230476
1
<0.1%
0
0.0%
0.003568765301763
1
<0.1%
0
0.0%
0.0038514446762203
1
<0.1%
0
0.0%
0.0043776717590433
1
<0.1%
0
0.0%
LARGEST VALUES
37.980647881026265
1
<0.1%
0
0.0%
32.78076153657036
1
<0.1%
0
0.0%
31.84937510016434
1
<0.1%
0
0.0%
30.01166575488752
1
<0.1%
0
0.0%
30.007997068124
1
<0.1%
0
0.0%
30.00785455588925
1
<0.1%
0
0.0%
30.007714257776488
1
<0.1%
0
0.0%
30.006914419251014
1
<0.1%
0
0.0%
30.0065105855985
1
<0.1%
0
0.0%
30.00632677763909
1
<0.1%
0
0.0%
30.00485878047958
1
<0.1%
0
0.0%
30.00316841551766
1
<0.1%
0
0.0%
30.00270090433761
1
<0.1%
0
0.0%
30.00205617078176
1
<0.1%
0
0.0%
30.001170633760182
1
<0.1%
0
0.0%
rougher.input.floatbank11_xanthate
MISSING:
428
(3%)
25
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_xanthate
0.94
rougher.input.feed_rate
0.59
rougher.state.floatbank10_c_level
-0.39
rougher.state.floatbank10_f_level
-0.38
rougher.state.floatbank10_e_level
-0.38
primary_cleaner.input.xanthate
0.38
rougher.state.floatbank10_b_level
-0.38
secondary_cleaner.state.floatbank4_b_level
-0.38
rougher.state.floatbank10_d_level
-0.38
primary_cleaner.input.depressant
0.37
primary_cleaner.input.sulfate
0.36
primary_cleaner.output.concentrate_sol
0.33
final.output.recovery
0.33
primary_cleaner.output.tail_pb
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.0
16
0.1%
0
0.0%
6.0058183670043945
1
<0.1%
0
0.0%
6.199653782388389
1
<0.1%
0
0.0%
5.397338296493106
1
<0.1%
0
0.0%
5.371916709360421
1
<0.1%
0
0.0%
5.093820755913389
1
<0.1%
0
0.0%
4.997848038010119
1
<0.1%
0
0.0%
5.500973885925398
1
<0.1%
0
0.0%
6.195322994412214
1
<0.1%
0
0.0%
6.199340052882015
1
<0.1%
0
0.0%
6.200266810299809
1
<0.1%
0
0.0%
6.201582022401954
1
<0.1%
0
0.0%
6.199158773045435
1
<0.1%
0
0.0%
6.201508858178989
1
<0.1%
0
0.0%
6.19772911053438
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0002904125738132
1
<0.1%
0
0.0%
0.0004063536838988
1
<0.1%
0
0.0%
0.0005784495917998
1
<0.1%
0
0.0%
0.0008182137758935
1
<0.1%
0
0.0%
0.00095325556471
1
<0.1%
0
0.0%
0.0010746593637863
1
<0.1%
0
0.0%
0.0012061991220074
1
<0.1%
0
0.0%
0.0012074662293812
1
<0.1%
0
0.0%
0.0013019037072431
1
<0.1%
0
0.0%
0.0017416540533372
1
<0.1%
0
0.0%
0.0018480252791731
1
<0.1%
0
0.0%
0.0023816642903723
1
<0.1%
0
0.0%
0.0024966559994371
1
<0.1%
0
0.0%
0.0026157558526441
1
<0.1%
0
0.0%
0.0029264413548931
1
<0.1%
0
0.0%
LARGEST VALUES
9.698406867732444
1
<0.1%
0
0.0%
9.668677848861376
1
<0.1%
0
0.0%
9.667279371949917
1
<0.1%
0
0.0%
9.51478929368206
1
<0.1%
0
0.0%
9.496275059491593
1
<0.1%
0
0.0%
9.401927676984922
1
<0.1%
0
0.0%
9.387049532343765
1
<0.1%
0
0.0%
9.342336210901546
1
<0.1%
0
0.0%
9.309851877801306
1
<0.1%
0
0.0%
9.300133038628733
1
<0.1%
0
0.0%
9.29792368846632
1
<0.1%
0
0.0%
9.297194326678992
1
<0.1%
0
0.0%
9.271899397362258
1
<0.1%
0
0.0%
9.156068824672356
1
<0.1%
0
0.0%
9.129320643775417
1
<0.1%
0
0.0%
rougher.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.68
rougher.output.recovery
0.66
rougher.output.concentrate_au
0.62
rougher.input.feed_ag
0.47
final.output.tail_ag
0.38
final.output.concentrate_sol
0.34
primary_cleaner.output.concentrate_ag
0.32
rougher.output.concentrate_pb
0.31
primary_cleaner.output.tail_ag
0.30
final.output.concentrate_ag
0.29
primary_cleaner.output.concentrate_sol
0.27
final.output.concentrate_pb
-0.27
rougher.input.feed_au
0.27
primary_cleaner.output.tail_pb
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
297
2.1%
7.458753108978271
11
<0.1%
9.975555419921877
6
<0.1%
0.0099999997764825
5
<0.1%
12.098114967346191
4
<0.1%
11.37990951538086
3
<0.1%
9.05694339621744
1
<0.1%
8.788473957389211
1
<0.1%
8.625589093480787
1
<0.1%
8.68372356546759
1
<0.1%
8.527698542957232
1
<0.1%
8.771310499268091
1
<0.1%
8.765058527071801
1
<0.1%
8.74578776490888
1
<0.1%
8.452809322817775
1
<0.1%
SMALLEST VALUES
0.0
297
2.1%
0.0099999997764825
5
<0.1%
0.3518741994094954
1
<0.1%
0.905993481305385
1
<0.1%
1.1801619791216145
1
<0.1%
1.6326499865152069
1
<0.1%
2.1538265870137634
1
<0.1%
2.3877529298548392
1
<0.1%
2.4273611346271275
1
<0.1%
2.5313003408968138
1
<0.1%
2.9673204159561792
1
<0.1%
3.1840985231552623
1
<0.1%
3.2005884598295555
1
<0.1%
3.3011252544048486
1
<0.1%
3.4130189903160013
1
<0.1%
LARGEST VALUES
24.48027094510577
1
<0.1%
21.725695135575304
1
<0.1%
21.526208713197278
1
<0.1%
21.39395968873378
1
<0.1%
21.11077739673329
1
<0.1%
20.82634280468081
1
<0.1%
20.814875443943325
1
<0.1%
20.67583784882405
1
<0.1%
20.56444624346273
1
<0.1%
20.492412203552377
1
<0.1%
20.451974561237787
1
<0.1%
20.441610943928826
1
<0.1%
19.97496966211205
1
<0.1%
19.7744428395806
1
<0.1%
19.63688923039876
1
<0.1%
rougher.output.concentrate_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.56
rougher.output.recovery
0.55
rougher.output.concentrate_au
0.51
final.output.concentrate_pb
0.47
rougher.input.feed_pb
0.46
final.output.tail_pb
0.41
rougher.calculation.au_pb_ratio
-0.40
primary_cleaner.output.concentrate_pb
0.39
secondary_cleaner.output.tail_pb
0.34
rougher.output.concentrate_ag
0.31
rougher.output.tail_sol
-0.29
primary_cleaner.output.tail_pb
0.23
secondary_cleaner.state.floatbank4_b_air
0.23
secondary_cleaner.state.floatbank5_b_air
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
297
2.1%
13.0771484375
11
<0.1%
10.4521484375
7
<0.1%
7.94482421875
6
<0.1%
8.2646484375
5
<0.1%
0.0099999997764825
5
<0.1%
8.4521484375
5
<0.1%
8.1396484375
4
<0.1%
11.9521484375
3
<0.1%
9.1396484375
3
<0.1%
6.16357421875
2
<0.1%
8.5146484375
2
<0.1%
9.2646484375
2
<0.1%
9.0146484375
2
<0.1%
8.8896484375
2
<0.1%
SMALLEST VALUES
0.0
297
2.1%
0.0099999997764825
5
<0.1%
0.2143601515909864
1
<0.1%
0.6299639487452805
1
<0.1%
0.7721838300636357
1
<0.1%
0.8688420793629931
1
<0.1%
1.1090217831468234
1
<0.1%
1.3496411574093832
1
<0.1%
1.8027725460131965
1
<0.1%
1.848709128318976
1
<0.1%
2.127896114997566
1
<0.1%
2.3370017806999384
1
<0.1%
2.458325411826372
1
<0.1%
2.474253028950317
1
<0.1%
2.5426480570554566
1
<0.1%
LARGEST VALUES
13.6170719165148
1
<0.1%
13.0916793817944
1
<0.1%
13.0771484375
11
<0.1%
12.966873710950216
1
<0.1%
12.797765340540144
1
<0.1%
12.7021484375
1
<0.1%
12.658555818133886
1
<0.1%
12.653067428270974
1
<0.1%
12.647294141981336
1
<0.1%
12.646400674713984
1
<0.1%
12.634622990820146
1
<0.1%
12.630550277498031
1
<0.1%
12.619815798600516
1
<0.1%
12.611464853551652
1
<0.1%
12.607749161985184
1
<0.1%
rougher.output.concentrate_sol
MISSING:
22
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_au
0.89
rougher.output.concentrate_ag
0.68
rougher.output.recovery
0.57
rougher.output.concentrate_pb
0.56
rougher.state.floatbank10_e_air
-0.24
final.output.concentrate_sol
0.23
rougher.input.feed_au
0.22
final.output.tail_pb
0.22
secondary_cleaner.state.floatbank6_a_level
-0.19
rougher.state.floatbank10_f_air
-0.19
final.output.tail_au
0.18
rougher.input.feed_pb
0.18
primary_cleaner.state.floatbank8_d_air
0.17
primary_cleaner.input.sulfate
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
297
2.1%
34.55859375
19
0.1%
35.05859375
17
0.1%
35.30859375
16
0.1%
33.30859375
16
0.1%
34.05859375
14
<0.1%
33.80859375
14
<0.1%
33.55859375
14
<0.1%
34.80859375
13
<0.1%
6.78857421875
11
<0.1%
35.55859375
10
<0.1%
32.30859375
10
<0.1%
34.30859375
9
<0.1%
35.80859375
9
<0.1%
33.05859375
8
<0.1%
SMALLEST VALUES
0.0
297
2.1%
0.0099999997764825
5
<0.1%
0.8795934148712291
1
<0.1%
1.7159061482191509
1
<0.1%
2.1520513143224846
1
<0.1%
2.9397649096190515
1
<0.1%
2.965047638594536
1
<0.1%
3.4459650046988908
1
<0.1%
4.092776785218524
1
<0.1%
4.335145485587243
1
<0.1%
4.481571914487415
1
<0.1%
4.600520452169908
1
<0.1%
4.869001541525747
1
<0.1%
4.8748403187685945
1
<0.1%
4.889125378774478
1
<0.1%
LARGEST VALUES
38.351192848417504
1
<0.1%
38.23960802396139
1
<0.1%
38.21242719014486
1
<0.1%
38.19517053604126
1
<0.1%
38.16619749916924
1
<0.1%
37.96703222698636
1
<0.1%
37.93475241131253
1
<0.1%
37.91507905960083
1
<0.1%
37.90766056378683
1
<0.1%
37.85073378245036
1
<0.1%
37.833359274334384
1
<0.1%
37.830493963029646
1
<0.1%
37.80859375
1
<0.1%
37.78688804626465
1
<0.1%
37.78000988642375
1
<0.1%
rougher.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.89
rougher.output.concentrate_ag
0.62
rougher.output.recovery
0.56
rougher.output.concentrate_pb
0.51
rougher.output.tail_ag
0.28
rougher.output.tail_au
0.26
primary_cleaner.output.tail_au
0.22
final.output.tail_au
0.22
secondary_cleaner.output.tail_sol
0.22
rougher.input.feed_au
0.22
final.output.concentrate_sol
0.21
rougher.output.tail_sol
-0.18
secondary_cleaner.output.tail_pb
-0.17
rougher.state.floatbank10_a_level
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
297
2.1%
13.79136848449707
11
<0.1%
20.34188842773437
6
<0.1%
0.0099999997764825
5
<0.1%
17.09921646118164
4
<0.1%
17.525726318359375
3
<0.1%
18.820303069619147
1
<0.1%
19.551161513524782
1
<0.1%
19.53567900113362
1
<0.1%
19.53388763992889
1
<0.1%
19.447761359781808
1
<0.1%
20.004792693758223
1
<0.1%
19.617915661078747
1
<0.1%
19.0848432839791
1
<0.1%
19.24373323191584
1
<0.1%
SMALLEST VALUES
0.0
297
2.1%
0.0099999997764825
5
<0.1%
0.5708187591615731
1
<0.1%
1.8898551912215853
1
<0.1%
1.9125816906327968
1
<0.1%
2.851655295488449
1
<0.1%
3.066083780475043
1
<0.1%
3.505479353161579
1
<0.1%
5.341763953566447
1
<0.1%
5.49406997989961
1
<0.1%
5.623529646816848
1
<0.1%
5.753645083706361
1
<0.1%
5.780057789329812
1
<0.1%
5.8838626154765725
1
<0.1%
5.9160648858037765
1
<0.1%
LARGEST VALUES
28.146837606874488
1
<0.1%
28.039637029385897
1
<0.1%
27.89177483549964
1
<0.1%
27.69000646971465
1
<0.1%
27.64900479240799
1
<0.1%
27.568453468176287
1
<0.1%
27.54966991012271
1
<0.1%
27.38808215771637
1
<0.1%
27.30473976489602
1
<0.1%
27.275169449948567
1
<0.1%
27.26987802672189
1
<0.1%
27.21952815420109
1
<0.1%
27.117436425888325
1
<0.1%
27.01747842179433
1
<0.1%
26.91779948345717
1
<0.1%
rougher.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_ag
0.66
rougher.output.concentrate_sol
0.57
rougher.output.concentrate_au
0.56
rougher.output.concentrate_pb
0.55
rougher.output.tail_au
-0.38
final.output.recovery
0.33
rougher.output.tail_pb
-0.31
primary_cleaner.input.sulfate
0.27
rougher.output.tail_ag
-0.26
secondary_cleaner.state.floatbank4_a_air
0.25
secondary_cleaner.state.floatbank4_b_air
0.24
rougher.input.floatbank10_xanthate
0.24
rougher.input.floatbank11_xanthate
0.23
final.output.tail_ag
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
297
2.1%
83.40692443811702
10
<0.1%
100.0
5
<0.1%
91.79229341797836
5
<0.1%
91.6366899190481
4
<0.1%
85.53375752828245
3
<0.1%
85.78447155185832
1
<0.1%
83.51084049680735
1
<0.1%
82.77475954369598
1
<0.1%
79.75706525066272
1
<0.1%
83.52501959817961
1
<0.1%
82.79873288324728
1
<0.1%
83.7592666816755
1
<0.1%
86.30427507043288
1
<0.1%
84.71413303501876
1
<0.1%
SMALLEST VALUES
0.0
297
2.1%
2.5208538028907777
1
<0.1%
9.82687608019416
1
<0.1%
22.165416330401342
1
<0.1%
22.170428569796208
1
<0.1%
22.463083587451248
1
<0.1%
25.00588743577077
1
<0.1%
25.55402429351184
1
<0.1%
26.275907592401857
1
<0.1%
26.95990846887742
1
<0.1%
27.6419091908068
1
<0.1%
27.727541833159684
1
<0.1%
31.711542556648244
1
<0.1%
33.5718468703596
1
<0.1%
34.91570413658452
1
<0.1%
LARGEST VALUES
100.0
5
<0.1%
99.97904061775264
1
<0.1%
99.84766301620172
1
<0.1%
99.77295778192658
1
<0.1%
99.6177807666157
1
<0.1%
99.43038952759908
1
<0.1%
99.40068702123904
1
<0.1%
99.39579375907095
1
<0.1%
99.38835380206932
1
<0.1%
99.31022819568412
1
<0.1%
99.3088168320448
1
<0.1%
99.30881371226236
1
<0.1%
99.3011022500254
1
<0.1%
99.28032281456647
1
<0.1%
99.27623994221636
1
<0.1%
rougher.output.tail_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.81
final.output.tail_au
0.60
rougher.input.feed_au
0.51
rougher.output.tail_pb
0.47
primary_cleaner.output.tail_au
0.45
rougher.input.feed_ag
0.44
secondary_cleaner.output.tail_pb
-0.41
secondary_cleaner.output.tail_sol
0.41
rougher.input.feed_rate
-0.32
rougher.input.floatbank10_sulfate
0.32
secondary_cleaner.state.floatbank3_a_level
0.31
final.output.concentrate_sol
0.31
secondary_cleaner.state.floatbank4_a_level
0.30
secondary_cleaner.state.floatbank4_a_air
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.782552242279053
11
<0.1%
4.576931953430176
6
<0.1%
5.508832931518555
6
<0.1%
3.488328218460083
5
<0.1%
4.952531814575195
3
<0.1%
3.8715665340423584
2
<0.1%
6.08258581161499
2
<0.1%
5.056899070739746
2
<0.1%
4.775195121765137
2
<0.1%
7.292679786682129
2
<0.1%
7.621529579162598
2
<0.1%
5.151660442352295
2
<0.1%
5.187270641326903
2
<0.1%
4.141420605743838
1
<0.1%
4.271827864401216
1
<0.1%
SMALLEST VALUES
0.594562292098999
1
<0.1%
2.1583694963796813
1
<0.1%
2.1703606256233896
1
<0.1%
2.2789891308522763
1
<0.1%
2.3246829105455737
1
<0.1%
2.4331945511544086
1
<0.1%
2.486349048979567
1
<0.1%
2.4925566543431312
1
<0.1%
2.5343848916055784
1
<0.1%
2.5348619952111098
1
<0.1%
2.5467442319493583
1
<0.1%
2.5534475869847806
1
<0.1%
2.571160437159536
1
<0.1%
2.5714015547502904
1
<0.1%
2.5747396864871583
1
<0.1%
LARGEST VALUES
12.71917683245339
1
<0.1%
11.420090545988868
1
<0.1%
11.331875931814704
1
<0.1%
10.662086689319636
1
<0.1%
10.28592586517334
1
<0.1%
9.534854277090512
1
<0.1%
9.481667505286444
1
<0.1%
9.07975959777832
1
<0.1%
9.070646475547232
1
<0.1%
8.979921075273609
1
<0.1%
8.957616192514664
1
<0.1%
8.887697883575804
1
<0.1%
8.885526462923469
1
<0.1%
8.770016727068214
1
<0.1%
8.745583375785985
1
<0.1%
rougher.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.76
rougher.output.tail_ag
0.47
final.output.tail_au
0.42
final.output.recovery
-0.32
rougher.output.recovery
-0.31
secondary_cleaner.state.floatbank4_a_air
-0.29
primary_cleaner.output.tail_au
0.28
final.output.tail_sol
0.25
secondary_cleaner.state.floatbank4_b_air
-0.24
rougher.state.floatbank10_c_air
0.22
secondary_cleaner.state.floatbank3_a_air
-0.22
secondary_cleaner.output.tail_ag
-0.22
primary_cleaner.output.tail_ag
-0.21
rougher.output.concentrate_ag
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.0487060546875
10
<0.1%
0.63372802734375
5
<0.1%
0.52825927734375
5
<0.1%
0.58294677734375
5
<0.1%
0.86029052734375
3
<0.1%
1.0317882017987885
1
<0.1%
0.5708514357772139
1
<0.1%
0.581391730705897
1
<0.1%
0.5550666156517238
1
<0.1%
0.4653243591801988
1
<0.1%
0.4820041822393735
1
<0.1%
0.5190347566334014
1
<0.1%
0.5976793458064397
1
<0.1%
0.7517793612844414
1
<0.1%
1.0340071600129723
1
<0.1%
SMALLEST VALUES
0.0075660659822945
1
<0.1%
0.0090140762899601
1
<0.1%
0.0110730408227148
1
<0.1%
0.0130767503276001
1
<0.1%
0.0139828024212167
1
<0.1%
0.0150265086552179
1
<0.1%
0.0176580443815328
1
<0.1%
0.0189289748824861
1
<0.1%
0.0280852017846579
1
<0.1%
0.0301582269688757
1
<0.1%
0.0370145856719399
1
<0.1%
0.0383643525123221
1
<0.1%
0.0422905162251037
1
<0.1%
0.0429239864761216
1
<0.1%
0.045081517839054
1
<0.1%
LARGEST VALUES
3.778063771520845
1
<0.1%
3.3201245262649737
1
<0.1%
3.287195358957268
1
<0.1%
3.2473414470384725
1
<0.1%
3.226147488213351
1
<0.1%
2.6120913875103
1
<0.1%
2.607764626940092
1
<0.1%
2.5189003302881288
1
<0.1%
2.3178401110166065
1
<0.1%
2.3027098595770075
1
<0.1%
2.27431063052836
1
<0.1%
2.2443777372439704
1
<0.1%
2.209246945572086
1
<0.1%
2.1607506992724828
1
<0.1%
2.1347372230100965
1
<0.1%
rougher.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_pb
-0.46
rougher.input.feed_sol
0.46
rougher.input.feed_pb
-0.43
final.output.tail_au
-0.39
rougher.input.feed_rate
0.39
final.output.tail_sol
0.34
rougher.output.tail_au
-0.31
rougher.output.concentrate_pb
-0.29
primary_cleaner.output.tail_au
-0.29
rougher.input.feed_au
-0.28
rougher.output.tail_ag
-0.24
rougher.calculation.au_pb_ratio
0.23
primary_cleaner.output.tail_sol
0.23
final.output.concentrate_pb
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
10.0146484375
13
<0.1%
18.154296875
11
<0.1%
20.904296875
8
<0.1%
10.5771484375
7
<0.1%
10.0771484375
7
<0.1%
20.779296875
7
<0.1%
15.2021484375
6
<0.1%
19.654296875
5
<0.1%
10.1396484375
5
<0.1%
17.654296875
4
<0.1%
20.279296875
4
<0.1%
10.2021484375
4
<0.1%
19.779296875
4
<0.1%
10.3896484375
4
<0.1%
13.9521484375
3
<0.1%
SMALLEST VALUES
10.0146484375
13
<0.1%
10.024005427606063
1
<0.1%
10.035362850628788
1
<0.1%
10.058485359160269
1
<0.1%
10.0592910919518
1
<0.1%
10.0771484375
7
<0.1%
10.092445123765229
1
<0.1%
10.096353157453194
1
<0.1%
10.096601201549053
1
<0.1%
10.119353298611111
1
<0.1%
10.131974758042231
1
<0.1%
10.13582370811416
1
<0.1%
10.1396484375
5
<0.1%
10.141683369643928
1
<0.1%
10.163770378410042
1
<0.1%
LARGEST VALUES
66.1171875
1
<0.1%
65.6171875
3
<0.1%
65.1171875
1
<0.1%
61.32839858949415
1
<0.1%
60.35315932633482
1
<0.1%
57.74439122020972
1
<0.1%
55.72281970434656
1
<0.1%
49.23449494145381
1
<0.1%
41.01529996141975
1
<0.1%
36.55859375
1
<0.1%
36.22504413831994
1
<0.1%
33.81707560589113
1
<0.1%
33.735477027426306
1
<0.1%
33.53768672849569
1
<0.1%
33.37226836134426
1
<0.1%
rougher.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_ag
0.81
rougher.output.tail_pb
0.76
final.output.tail_au
0.63
primary_cleaner.output.tail_au
0.50
secondary_cleaner.state.floatbank4_a_air
-0.39
rougher.output.recovery
-0.38
rougher.state.floatbank10_a_level
-0.38
rougher.input.feed_au
0.36
secondary_cleaner.output.tail_sol
0.36
final.output.recovery
-0.33
secondary_cleaner.state.floatbank4_b_air
-0.33
secondary_cleaner.state.floatbank5_a_air
-0.31
rougher.output.tail_sol
-0.31
secondary_cleaner.output.tail_pb
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
2.3091862201690674
11
<0.1%
1.3524576425552368
6
<0.1%
1.1356723308563232
6
<0.1%
1.0287144184112549
5
<0.1%
1.3467813730239868
3
<0.1%
1.9117859601974487
2
<0.1%
0.6073779463768005
2
<0.1%
2.1020328998565674
2
<0.1%
2.409090518951416
2
<0.1%
1.9288238286972048
2
<0.1%
2.348465204238892
2
<0.1%
3.069748640060425
2
<0.1%
1.5552794933319092
1
<0.1%
0.9812481796385474
1
<0.1%
1.3121604559728186
1
<0.1%
SMALLEST VALUES
0.0206757791548096
1
<0.1%
0.0245449673240189
1
<0.1%
0.0312344878911972
1
<0.1%
0.0316421593465993
1
<0.1%
0.0497308592077005
1
<0.1%
0.0502283787818963
1
<0.1%
0.0532830665071272
1
<0.1%
0.055898156017065
1
<0.1%
0.0637230782006933
1
<0.1%
0.0637861274225935
1
<0.1%
0.0662419028014357
1
<0.1%
0.0702514203132829
1
<0.1%
0.0726640218306663
1
<0.1%
0.0734404411507274
1
<0.1%
0.0759899465311776
1
<0.1%
LARGEST VALUES
9.688979686468633
1
<0.1%
8.783082264191924
1
<0.1%
8.649597876079158
1
<0.1%
8.181486092974568
1
<0.1%
6.023450891935611
1
<0.1%
5.953194422997438
1
<0.1%
5.74829776691959
1
<0.1%
5.641872841420543
1
<0.1%
5.541070622586831
1
<0.1%
5.419003462479286
1
<0.1%
5.386502107492124
1
<0.1%
5.3472536338108085
1
<0.1%
5.343600273132324
1
<0.1%
5.132317239180464
1
<0.1%
5.126053737114616
1
<0.1%
rougher.state.floatbank10_a_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_level
0.57
secondary_cleaner.state.floatbank4_a_air
0.56
secondary_cleaner.state.floatbank4_b_air
0.55
secondary_cleaner.state.floatbank3_a_air
0.53
secondary_cleaner.state.floatbank5_a_air
0.46
secondary_cleaner.state.floatbank5_b_air
0.46
primary_cleaner.state.floatbank8_c_air
0.44
primary_cleaner.state.floatbank8_b_air
0.41
primary_cleaner.state.floatbank8_a_air
0.37
rougher.state.floatbank10_d_air
-0.35
primary_cleaner.output.tail_pb
0.34
primary_cleaner.output.tail_ag
0.34
rougher.input.feed_ag
0.34
rougher.state.floatbank10_c_air
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
999.7069091796876
1
<0.1%
0
0.0%
1004.2027597062444
1
<0.1%
0
0.0%
1001.5590537419988
1
<0.1%
0
0.0%
1001.4169112760862
1
<0.1%
0
0.0%
993.2849914957964
1
<0.1%
0
0.0%
1002.3137566622588
1
<0.1%
0
0.0%
1002.2414831209416
1
<0.1%
0
0.0%
998.8401268511224
1
<0.1%
0
0.0%
1004.252323638684
1
<0.1%
0
0.0%
998.7085105283832
1
<0.1%
0
0.0%
1001.469377735565
1
<0.1%
0
0.0%
995.857879509342
1
<0.1%
0
0.0%
1000.5985668300476
1
<0.1%
0
0.0%
1000.1338895508284
1
<0.1%
0
0.0%
997.7858436911076
1
<0.1%
0
0.0%
SMALLEST VALUES
-0.0410779188834095
1
<0.1%
0
0.0%
-0.020058875370718
1
<0.1%
0
0.0%
155.59319360420972
1
<0.1%
0
0.0%
239.76899411921227
1
<0.1%
0
0.0%
266.27364148181675
1
<0.1%
0
0.0%
320.55879684038064
1
<0.1%
0
0.0%
401.0514125712104
1
<0.1%
0
0.0%
413.36415376927664
1
<0.1%
0
0.0%
417.5629949069536
1
<0.1%
0
0.0%
495.1406436087754
1
<0.1%
0
0.0%
499.76763032895735
1
<0.1%
0
0.0%
499.942897692068
1
<0.1%
0
0.0%
499.9614407453808
1
<0.1%
0
0.0%
499.98639294746016
1
<0.1%
0
0.0%
500.3309247409712
1
<0.1%
0
0.0%
LARGEST VALUES
1521.980372240213
1
<0.1%
0
0.0%
1512.2995307024198
1
<0.1%
0
0.0%
1508.4633854181852
1
<0.1%
0
0.0%
1508.2934790582824
1
<0.1%
0
0.0%
1507.9162468143077
1
<0.1%
0
0.0%
1507.110787117104
1
<0.1%
0
0.0%
1506.885495806953
1
<0.1%
0
0.0%
1506.7518180416614
1
<0.1%
0
0.0%
1506.5541734791614
1
<0.1%
0
0.0%
1506.540017970768
1
<0.1%
0
0.0%
1506.4129569152044
1
<0.1%
0
0.0%
1506.1008063201916
1
<0.1%
0
0.0%
1505.6615317792014
1
<0.1%
0
0.0%
1505.371493742501
1
<0.1%
0
0.0%
1505.2168095888735
1
<0.1%
0
0.0%
rougher.state.floatbank10_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_air
0.61
secondary_cleaner.output.tail_sol
-0.60
rougher.state.floatbank10_a_air
0.57
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_a_air
0.49
secondary_cleaner.state.floatbank5_b_air
0.47
rougher.state.floatbank10_d_air
-0.47
secondary_cleaner.output.tail_pb
0.44
secondary_cleaner.state.floatbank3_a_air
0.42
rougher.state.floatbank10_c_air
-0.39
rougher.output.tail_au
-0.38
primary_cleaner.state.floatbank8_d_air
0.37
rougher.state.floatbank10_e_air
-0.37
rougher.state.floatbank10_b_air
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-404.0669860839844
1
<0.1%
0
0.0%
-299.91697698783213
1
<0.1%
0
0.0%
-300.0906640924818
1
<0.1%
0
0.0%
-300.4147630459365
1
<0.1%
0
0.0%
-299.9478047601443
1
<0.1%
0
0.0%
-299.4288406182824
1
<0.1%
0
0.0%
-300.2602996545241
1
<0.1%
0
0.0%
-300.06216778460686
1
<0.1%
0
0.0%
-299.71364409628484
1
<0.1%
0
0.0%
-299.91675775462824
1
<0.1%
0
0.0%
-299.8984081643886
1
<0.1%
0
0.0%
-299.8966500795212
1
<0.1%
0
0.0%
-299.99830888081806
1
<0.1%
0
0.0%
-299.37184294188364
1
<0.1%
0
0.0%
-300.2248331253253
1
<0.1%
0
0.0%
SMALLEST VALUES
-650.2028808194036
1
<0.1%
0
0.0%
-650.1784705673698
1
<0.1%
0
0.0%
-650.0862553501445
1
<0.1%
0
0.0%
-650.0730619779754
1
<0.1%
0
0.0%
-650.0592852244173
1
<0.1%
0
0.0%
-650.0323150986327
1
<0.1%
0
0.0%
-629.3710842729959
1
<0.1%
0
0.0%
-614.8808759346207
1
<0.1%
0
0.0%
-600.5681378395295
1
<0.1%
0
0.0%
-600.5443704424753
1
<0.1%
0
0.0%
-600.4851998044722
1
<0.1%
0
0.0%
-600.460034757643
1
<0.1%
0
0.0%
-600.459739618434
1
<0.1%
0
0.0%
-600.4067603252809
1
<0.1%
0
0.0%
-600.3994525418535
1
<0.1%
0
0.0%
LARGEST VALUES
-281.0392985430529
1
<0.1%
0
0.0%
-281.04196651673425
1
<0.1%
0
0.0%
-281.0446344904156
1
<0.1%
0
0.0%
-293.9201289037184
1
<0.1%
0
0.0%
-294.02966051507326
1
<0.1%
0
0.0%
-294.4272431843092
1
<0.1%
0
0.0%
-295.24080212277306
1
<0.1%
0
0.0%
-295.39258971521207
1
<0.1%
0
0.0%
-295.52307628025466
1
<0.1%
0
0.0%
-295.5459770993279
1
<0.1%
0
0.0%
-295.6898277719749
1
<0.1%
0
0.0%
-295.7516989724915
1
<0.1%
0
0.0%
-295.7716262829297
1
<0.1%
0
0.0%
-295.8108845805969
1
<0.1%
0
0.0%
-295.9432738558109
1
<0.1%
0
0.0%
rougher.state.floatbank10_b_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_air
0.94
rougher.state.floatbank10_d_air
0.93
rougher.state.floatbank10_e_air
0.83
rougher.state.floatbank10_f_air
0.82
primary_cleaner.output.tail_pb
-0.55
primary_cleaner.output.tail_ag
-0.52
rougher.state.floatbank10_f_level
0.50
rougher.state.floatbank10_e_level
0.50
rougher.state.floatbank10_c_level
0.49
rougher.state.floatbank10_b_level
0.49
rougher.state.floatbank10_d_level
0.48
secondary_cleaner.output.tail_pb
-0.47
secondary_cleaner.output.tail_ag
-0.45
secondary_cleaner.state.floatbank3_a_level
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1603.0113525390625
1
<0.1%
0
0.0%
1301.7164731277303
1
<0.1%
0
0.0%
1298.2856904284986
1
<0.1%
0
0.0%
1302.2882998980765
1
<0.1%
0
0.0%
1294.8080482243397
1
<0.1%
0
0.0%
1306.586941030787
1
<0.1%
0
0.0%
1299.1753745495046
1
<0.1%
0
0.0%
1296.874466269163
1
<0.1%
0
0.0%
1304.1569955805676
1
<0.1%
0
0.0%
1299.1475897232883
1
<0.1%
0
0.0%
1300.5407173154058
1
<0.1%
0
0.0%
1298.570180736799
1
<0.1%
0
0.0%
1300.0607022208424
1
<0.1%
0
0.0%
1299.2030579681248
1
<0.1%
0
0.0%
1296.0344426810386
1
<0.1%
0
0.0%
SMALLEST VALUES
-0.6533838308011395
1
<0.1%
0
0.0%
-0.4080724417714676
1
<0.1%
0
0.0%
270.69646319256464
1
<0.1%
0
0.0%
271.74045119959624
1
<0.1%
0
0.0%
379.0231388099055
1
<0.1%
0
0.0%
663.8460357693243
1
<0.1%
0
0.0%
767.6565865163559
1
<0.1%
0
0.0%
811.5043158568378
1
<0.1%
0
0.0%
849.7380571121901
1
<0.1%
0
0.0%
849.8092210731053
1
<0.1%
0
0.0%
849.84875276321
1
<0.1%
0
0.0%
850.1491601088715
1
<0.1%
0
0.0%
850.1792254441829
1
<0.1%
0
0.0%
850.2090514261247
1
<0.1%
0
0.0%
850.2142029625899
1
<0.1%
0
0.0%
LARGEST VALUES
1809.1940080011784
1
<0.1%
0
0.0%
1807.2130414549945
1
<0.1%
0
0.0%
1805.9807733664445
1
<0.1%
0
0.0%
1804.4611137232
1
<0.1%
0
0.0%
1804.2911462221837
1
<0.1%
0
0.0%
1802.5285641136052
1
<0.1%
0
0.0%
1802.3073904360965
1
<0.1%
0
0.0%
1802.020683082636
1
<0.1%
0
0.0%
1800.744072856755
1
<0.1%
0
0.0%
1800.6230662029666
1
<0.1%
0
0.0%
1800.5386608566669
1
<0.1%
0
0.0%
1800.4195142331344
1
<0.1%
0
0.0%
1800.2615474670763
1
<0.1%
0
0.0%
1800.2559540197642
1
<0.1%
0
0.0%
1800.2178513030524
1
<0.1%
0
0.0%
rougher.state.floatbank10_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.99
rougher.state.floatbank10_d_level
0.98
rougher.state.floatbank10_e_level
0.97
rougher.state.floatbank10_f_level
0.97
secondary_cleaner.state.floatbank4_b_level
0.51
primary_cleaner.output.tail_pb
-0.49
secondary_cleaner.state.floatbank4_a_level
0.49
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.49
secondary_cleaner.state.floatbank3_a_level
0.47
secondary_cleaner.state.floatbank5_a_level
0.47
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.state.floatbank5_b_level
0.43
primary_cleaner.output.tail_ag
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-434.7150268554688
1
<0.1%
0
0.0%
-500.09057392966906
1
<0.1%
0
0.0%
-499.9467431591765
1
<0.1%
0
0.0%
-501.6167019782552
1
<0.1%
0
0.0%
-499.1871794614758
1
<0.1%
0
0.0%
-499.0495233149682
1
<0.1%
0
0.0%
-501.2631126976613
1
<0.1%
0
0.0%
-500.1990619975154
1
<0.1%
0
0.0%
-500.1572490138802
1
<0.1%
0
0.0%
-499.9771303316643
1
<0.1%
0
0.0%
-499.84923908995
1
<0.1%
0
0.0%
-499.8744363018357
1
<0.1%
0
0.0%
-500.4629937884957
1
<0.1%
0
0.0%
-499.3010053196794
1
<0.1%
0
0.0%
-500.1248692362098
1
<0.1%
0
0.0%
SMALLEST VALUES
-650.2600075387917
1
<0.1%
0
0.0%
-650.2521084126668
1
<0.1%
0
0.0%
-650.2402208640841
1
<0.1%
0
0.0%
-606.2203012207018
1
<0.1%
0
0.0%
-558.9675604966895
1
<0.1%
0
0.0%
-557.5412511798423
1
<0.1%
0
0.0%
-556.487014952002
1
<0.1%
0
0.0%
-552.2292640464508
1
<0.1%
0
0.0%
-551.8254269606422
1
<0.1%
0
0.0%
-551.6927136060734
1
<0.1%
0
0.0%
-551.5901513966745
1
<0.1%
0
0.0%
-551.3699435803943
1
<0.1%
0
0.0%
-551.2141310927266
1
<0.1%
0
0.0%
-551.1758917952288
1
<0.1%
0
0.0%
-551.0219812273001
1
<0.1%
0
0.0%
LARGEST VALUES
-296.3830799637267
1
<0.1%
0
0.0%
-298.03662207713217
1
<0.1%
0
0.0%
-298.0785760657843
1
<0.1%
0
0.0%
-298.2275374015084
1
<0.1%
0
0.0%
-298.2574948603885
1
<0.1%
0
0.0%
-298.3649203143168
1
<0.1%
0
0.0%
-298.45134682654293
1
<0.1%
0
0.0%
-298.4886880895864
1
<0.1%
0
0.0%
-298.5192161681295
1
<0.1%
0
0.0%
-298.65822415869417
1
<0.1%
0
0.0%
-298.6664528014548
1
<0.1%
0
0.0%
-298.6824581336948
1
<0.1%
0
0.0%
-298.7944410472756
1
<0.1%
0
0.0%
-298.82319169010805
1
<0.1%
0
0.0%
-298.9493494691286
1
<0.1%
0
0.0%
rougher.state.floatbank10_c_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.94
rougher.state.floatbank10_d_air
0.91
rougher.state.floatbank10_e_air
0.78
rougher.state.floatbank10_f_air
0.76
primary_cleaner.output.tail_pb
-0.59
primary_cleaner.output.tail_ag
-0.56
rougher.state.floatbank10_f_level
0.50
rougher.state.floatbank10_c_level
0.50
rougher.state.floatbank10_e_level
0.50
rougher.state.floatbank10_b_level
0.49
rougher.state.floatbank10_d_level
0.49
secondary_cleaner.output.tail_pb
-0.47
secondary_cleaner.output.tail_ag
-0.46
secondary_cleaner.state.floatbank6_a_air
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1602.375
1
<0.1%
0
0.0%
1303.5759005754226
1
<0.1%
0
0.0%
1300.204613821496
1
<0.1%
0
0.0%
1302.4236692798947
1
<0.1%
0
0.0%
1294.7975237095893
1
<0.1%
0
0.0%
1302.9435003230917
1
<0.1%
0
0.0%
1301.901019718493
1
<0.1%
0
0.0%
1295.8772263310516
1
<0.1%
0
0.0%
1304.5453233327362
1
<0.1%
0
0.0%
1298.7974958600196
1
<0.1%
0
0.0%
1301.4384642134569
1
<0.1%
0
0.0%
1299.8071326128522
1
<0.1%
0
0.0%
1297.3177549886857
1
<0.1%
0
0.0%
1298.5633764965614
1
<0.1%
0
0.0%
1297.7752795943693
1
<0.1%
0
0.0%
SMALLEST VALUES
-0.0351123302814346
1
<0.1%
0
0.0%
-0.026301020881108
1
<0.1%
0
0.0%
265.31535735422074
1
<0.1%
0
0.0%
291.2012579276028
1
<0.1%
0
0.0%
415.0174143859904
1
<0.1%
0
0.0%
831.537936329378
1
<0.1%
0
0.0%
834.843348935353
1
<0.1%
0
0.0%
841.7281866894206
1
<0.1%
0
0.0%
849.4351068728425
1
<0.1%
0
0.0%
849.5679061544818
1
<0.1%
0
0.0%
849.698910649102
1
<0.1%
0
0.0%
849.8231980450585
1
<0.1%
0
0.0%
849.8948628619714
1
<0.1%
0
0.0%
849.9726041442387
1
<0.1%
0
0.0%
849.9834645551724
1
<0.1%
0
0.0%
LARGEST VALUES
2499.1291741005434
1
<0.1%
0
0.0%
2499.128043379983
1
<0.1%
0
0.0%
2499.1269126594216
1
<0.1%
0
0.0%
2499.125781938861
1
<0.1%
0
0.0%
2499.124651218301
1
<0.1%
0
0.0%
2499.12352049774
1
<0.1%
0
0.0%
2499.122389777179
1
<0.1%
0
0.0%
2499.122164708393
1
<0.1%
0
0.0%
2499.102116313062
1
<0.1%
0
0.0%
2499.081896333612
1
<0.1%
0
0.0%
2499.061676354161
1
<0.1%
0
0.0%
2499.041456374711
1
<0.1%
0
0.0%
2498.8732421824925
1
<0.1%
0
0.0%
2498.756680386042
1
<0.1%
0
0.0%
2498.6858285573708
1
<0.1%
0
0.0%
rougher.state.floatbank10_c_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_level
0.99
rougher.state.floatbank10_d_level
0.99
rougher.state.floatbank10_e_level
0.98
rougher.state.floatbank10_f_level
0.98
secondary_cleaner.state.floatbank4_b_level
0.53
secondary_cleaner.state.floatbank4_a_level
0.51
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.49
secondary_cleaner.state.floatbank3_a_level
0.49
secondary_cleaner.state.floatbank5_a_level
0.49
primary_cleaner.output.tail_pb
-0.49
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.state.floatbank5_b_level
0.45
primary_cleaner.output.tail_ag
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-442.2044677734375
1
<0.1%
0
0.0%
-499.15266267966246
1
<0.1%
0
0.0%
-500.0963831675636
1
<0.1%
0
0.0%
-500.4544371955985
1
<0.1%
0
0.0%
-499.50931845097006
1
<0.1%
0
0.0%
-499.6740433599234
1
<0.1%
0
0.0%
-500.2466912464503
1
<0.1%
0
0.0%
-500.1935416578486
1
<0.1%
0
0.0%
-499.7481856129177
1
<0.1%
0
0.0%
-499.9240778429088
1
<0.1%
0
0.0%
-500.7525067850293
1
<0.1%
0
0.0%
-500.21498650456033
1
<0.1%
0
0.0%
-500.1863188769814
1
<0.1%
0
0.0%
-499.1307083482302
1
<0.1%
0
0.0%
-499.7473046492958
1
<0.1%
0
0.0%
SMALLEST VALUES
-640.9956273638282
1
<0.1%
0
0.0%
-632.7439357682632
1
<0.1%
0
0.0%
-610.3575192570888
1
<0.1%
0
0.0%
-609.9892668256938
1
<0.1%
0
0.0%
-609.3691470766357
1
<0.1%
0
0.0%
-574.7776433487683
1
<0.1%
0
0.0%
-566.3550256213413
1
<0.1%
0
0.0%
-558.466993795233
1
<0.1%
0
0.0%
-553.3108927852056
1
<0.1%
0
0.0%
-553.2139220398777
1
<0.1%
0
0.0%
-553.1838393306307
1
<0.1%
0
0.0%
-552.7373602860539
1
<0.1%
0
0.0%
-552.6570323647726
1
<0.1%
0
0.0%
-552.6516148990278
1
<0.1%
0
0.0%
-552.3721626563673
1
<0.1%
0
0.0%
LARGEST VALUES
-292.15550876811045
1
<0.1%
0
0.0%
-293.2739880000172
1
<0.1%
0
0.0%
-295.1033903574525
1
<0.1%
0
0.0%
-296.38391870526385
1
<0.1%
0
0.0%
-296.81376704361304
1
<0.1%
0
0.0%
-297.28307258456834
1
<0.1%
0
0.0%
-297.41323152708605
1
<0.1%
0
0.0%
-298.23760085408315
1
<0.1%
0
0.0%
-298.29755090973185
1
<0.1%
0
0.0%
-298.3270683194572
1
<0.1%
0
0.0%
-298.46121306278025
1
<0.1%
0
0.0%
-298.4737329576858
1
<0.1%
0
0.0%
-298.52270731083377
1
<0.1%
0
0.0%
-298.536934385363
1
<0.1%
0
0.0%
-298.6037555267765
1
<0.1%
0
0.0%
rougher.state.floatbank10_d_air
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.93
rougher.state.floatbank10_c_air
0.91
rougher.state.floatbank10_e_air
0.88
rougher.state.floatbank10_f_air
0.86
primary_cleaner.output.tail_pb
-0.60
primary_cleaner.output.tail_ag
-0.56
secondary_cleaner.output.tail_pb
-0.49
rougher.state.floatbank10_a_level
-0.47
secondary_cleaner.output.tail_ag
-0.45
secondary_cleaner.state.floatbank6_a_air
0.42
rougher.state.floatbank10_b_level
0.41
rougher.state.floatbank10_e_level
0.41
rougher.state.floatbank10_c_level
0.41
rougher.state.floatbank10_f_level
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1598.937255859375
1
<0.1%
0
0.0%
1200.5983239705013
1
<0.1%
0
0.0%
1198.1057387727726
1
<0.1%
0
0.0%
1209.5292181758884
1
<0.1%
0
0.0%
1191.4681227029807
1
<0.1%
0
0.0%
1207.454895328235
1
<0.1%
0
0.0%
1200.5574799689275
1
<0.1%
0
0.0%
1191.888715232786
1
<0.1%
0
0.0%
1209.358467486843
1
<0.1%
0
0.0%
1194.9955659094674
1
<0.1%
0
0.0%
1203.3137479237168
1
<0.1%
0
0.0%
1202.1149191245393
1
<0.1%
0
0.0%
1195.0936256156351
1
<0.1%
0
0.0%
1194.1558012057797
1
<0.1%
0
0.0%
1197.809289386722
1
<0.1%
0
0.0%
SMALLEST VALUES
-0.5542986530066452
1
<0.1%
0
0.0%
-0.1247655456150065
1
<0.1%
0
0.0%
304.0936640131896
1
<0.1%
0
0.0%
315.7919493675077
1
<0.1%
0
0.0%
410.1357581594011
1
<0.1%
0
0.0%
601.5893337365976
1
<0.1%
0
0.0%
636.2058690265344
1
<0.1%
0
0.0%
706.2819180785502
1
<0.1%
0
0.0%
752.4672595055737
1
<0.1%
0
0.0%
760.1630290389093
1
<0.1%
0
0.0%
763.8454909878277
1
<0.1%
0
0.0%
769.0316318754942
1
<0.1%
0
0.0%
769.6733627170347
1
<0.1%
0
0.0%
771.4802844237372
1
<0.1%
0
0.0%
771.8842089005229
1
<0.1%
0
0.0%
LARGEST VALUES
1817.199290476136
1
<0.1%
0
0.0%
1811.5383696227696
1
<0.1%
0
0.0%
1810.348894162369
1
<0.1%
0
0.0%
1804.3822272439647
1
<0.1%
0
0.0%
1803.6227666222796
1
<0.1%
0
0.0%
1801.760177528995
1
<0.1%
0
0.0%
1801.7129574057824
1
<0.1%
0
0.0%
1801.1972724732236
1
<0.1%
0
0.0%
1801.1240999942795
1
<0.1%
0
0.0%
1799.0458598262717
1
<0.1%
0
0.0%
1795.2298884430404
1
<0.1%
0
0.0%
1794.9399817086337
1
<0.1%
0
0.0%
1791.5556069353704
1
<0.1%
0
0.0%
1787.1429951687774
1
<0.1%
0
0.0%
1784.2321637773084
1
<0.1%
0
0.0%
rougher.state.floatbank10_d_level
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.99
rougher.state.floatbank10_b_level
0.98
rougher.state.floatbank10_e_level
0.98
rougher.state.floatbank10_f_level
0.98
secondary_cleaner.state.floatbank4_b_level
0.53
secondary_cleaner.state.floatbank4_a_level
0.51
rougher.state.floatbank10_c_air
0.49
secondary_cleaner.state.floatbank5_a_level
0.49
primary_cleaner.output.tail_pb
-0.48
rougher.state.floatbank10_b_air
0.48
secondary_cleaner.state.floatbank3_a_level
0.48
secondary_cleaner.state.floatbank6_a_air
0.46
secondary_cleaner.state.floatbank5_b_level
0.45
primary_cleaner.output.tail_ag
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-451.2941284179688
1
<0.1%
0
0.0%
-501.06692137471487
1
<0.1%
0
0.0%
-500.4551836776355
1
<0.1%
0
0.0%
-500.31703654037
1
<0.1%
0
0.0%
-499.0562712936737
1
<0.1%
0
0.0%
-500.3806891896524
1
<0.1%
0
0.0%
-500.518367270834
1
<0.1%
0
0.0%
-501.4659154435668
1
<0.1%
0
0.0%
-499.406528744475
1
<0.1%
0
0.0%
-499.2327424445492
1
<0.1%
0
0.0%
-499.4680161872059
1
<0.1%
0
0.0%
-501.4540142832661
1
<0.1%
0
0.0%
-500.52284359394514
1
<0.1%
0
0.0%
-498.9061071245083
1
<0.1%
0
0.0%
-499.0813621151032
1
<0.1%
0
0.0%
SMALLEST VALUES
-640.5190028250543
1
<0.1%
0
0.0%
-626.683888528273
1
<0.1%
0
0.0%
-617.7560309761859
1
<0.1%
0
0.0%
-612.5664198442753
1
<0.1%
0
0.0%
-610.6681863345652
1
<0.1%
0
0.0%
-593.6487899059215
1
<0.1%
0
0.0%
-593.159363513996
1
<0.1%
0
0.0%
-593.1044337114944
1
<0.1%
0
0.0%
-592.4229699808019
1
<0.1%
0
0.0%
-591.6865764476079
1
<0.1%
0
0.0%
-587.9213941408427
1
<0.1%
0
0.0%
-584.9345203400769
1
<0.1%
0
0.0%
-582.1964797866708
1
<0.1%
0
0.0%
-579.4775836444379
1
<0.1%
0
0.0%
-577.4113193802583
1
<0.1%
0
0.0%
LARGEST VALUES
-208.33067299038768
1
<0.1%
0
0.0%
-282.9862030752194
1
<0.1%
0
0.0%
-290.19039758310004
1
<0.1%
0
0.0%
-292.46356005428976
1
<0.1%
0
0.0%
-295.3707429638642
1
<0.1%
0
0.0%
-296.6477075904855
1
<0.1%
0
0.0%
-296.7179725639993
1
<0.1%
0
0.0%
-296.9951906390792
1
<0.1%
0
0.0%
-297.05436442105486
1
<0.1%
0
0.0%
-297.46357676480994
1
<0.1%
0
0.0%
-297.5264528381985
1
<0.1%
0
0.0%
-297.8198419701999
1
<0.1%
0
0.0%
-297.8677837413561
1
<0.1%
0
0.0%
-297.90637564989584
1
<0.1%
0
0.0%
-297.9327008135079
1
<0.1%
0
0.0%
rougher.state.floatbank10_e_air
MISSING:
436
(3%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_air
0.94
rougher.state.floatbank10_d_air
0.88
rougher.state.floatbank10_b_air
0.83
rougher.state.floatbank10_c_air
0.78
primary_cleaner.output.tail_pb
-0.42
primary_cleaner.output.tail_ag
-0.38
final.output.tail_pb
-0.38
rougher.state.floatbank10_a_level
-0.37
rougher.input.feed_pb
-0.34
secondary_cleaner.output.tail_pb
-0.33
secondary_cleaner.output.tail_ag
-0.31
rougher.state.floatbank10_b_level
0.31
rougher.state.floatbank10_e_level
0.29
rougher.state.floatbank10_c_level
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
950.6546648953816
1
<0.1%
0
0.0%
950.0975716411616
1
<0.1%
0
0.0%
950.9752299231308
1
<0.1%
0
0.0%
950.7335015430044
1
<0.1%
0
0.0%
949.480322991096
1
<0.1%
0
0.0%
950.1970614407592
1
<0.1%
0
0.0%
950.8532922336155
1
<0.1%
0
0.0%
950.5022637607432
1
<0.1%
0
0.0%
948.5541288491858
1
<0.1%
0
0.0%
948.3218865277584
1
<0.1%
0
0.0%
950.2426123024272
1
<0.1%
0
0.0%
949.4625254296562
1
<0.1%
0
0.0%
1404.4720458984375
1
<0.1%
0
0.0%
950.5915756231155
1
<0.1%
0
0.0%
949.5000511976676
1
<0.1%
0
0.0%
SMALLEST VALUES
-1.9702753456295568
1
<0.1%
0
0.0%
-1.9368774987258468
1
<0.1%
0
0.0%
94.3720229016142
1
<0.1%
0
0.0%
254.2467384962009
1
<0.1%
0
0.0%
365.7739897462
1
<0.1%
0
0.0%
547.5403237665322
1
<0.1%
0
0.0%
573.2526234346617
1
<0.1%
0
0.0%
588.3203260451678
1
<0.1%
0
0.0%
695.2117864323903
1
<0.1%
0
0.0%
696.1881610070392
1
<0.1%
0
0.0%
696.5652542124835
1
<0.1%
0
0.0%
696.8469830445607
1
<0.1%
0
0.0%
697.3835217376338
1
<0.1%
0
0.0%
697.4863954817772
1
<0.1%
0
0.0%
697.5216056413091
1
<0.1%
0
0.0%
LARGEST VALUES
1922.6366366607565
1
<0.1%
0
0.0%
1702.2477563323237
1
<0.1%
0
0.0%
1701.7863524161305
1
<0.1%
0
0.0%
1701.7119402058456
1
<0.1%
0
0.0%
1701.2530094569663
1
<0.1%
0
0.0%
1701.0260195792246
1
<0.1%
0
0.0%
1700.714145658223
1
<0.1%
0
0.0%
1700.6791731219064
1
<0.1%
0
0.0%
1700.273733271911
1
<0.1%
0
0.0%
1700.2531977700196
1
<0.1%
0
0.0%
1700.2433970273623
1
<0.1%
0
0.0%
1700.217744391617
1
<0.1%
0
0.0%
1698.9546177836055
1
<0.1%
0
0.0%
1698.9442880811844
1
<0.1%
0
0.0%
1698.6133999296023
1
<0.1%
0
0.0%
rougher.state.floatbank10_e_level
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_level
0.99
rougher.state.floatbank10_c_level
0.98
rougher.state.floatbank10_d_level
0.98
rougher.state.floatbank10_b_level
0.97
secondary_cleaner.state.floatbank4_b_level
0.53
secondary_cleaner.state.floatbank4_a_level
0.51
rougher.state.floatbank10_b_air
0.50
rougher.state.floatbank10_c_air
0.50
secondary_cleaner.state.floatbank5_a_level
0.49
primary_cleaner.output.tail_pb
-0.49
secondary_cleaner.state.floatbank3_a_level
0.49
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.state.floatbank5_b_level
0.45
primary_cleaner.output.tail_ag
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-455.4629821777344
1
<0.1%
0
0.0%
-500.21695105290365
1
<0.1%
0
0.0%
-499.7527950030161
1
<0.1%
0
0.0%
-499.2786696847333
1
<0.1%
0
0.0%
-500.430520105284
1
<0.1%
0
0.0%
-499.3751234291413
1
<0.1%
0
0.0%
-500.29755412925874
1
<0.1%
0
0.0%
-500.6329665872934
1
<0.1%
0
0.0%
-499.4425580166733
1
<0.1%
0
0.0%
-499.9353069783503
1
<0.1%
0
0.0%
-500.7266696461814
1
<0.1%
0
0.0%
-500.5442479066819
1
<0.1%
0
0.0%
-500.0985890938152
1
<0.1%
0
0.0%
-499.8757552328672
1
<0.1%
0
0.0%
-499.38238328484977
1
<0.1%
0
0.0%
SMALLEST VALUES
-649.443910909439
1
<0.1%
0
0.0%
-648.7621029722768
1
<0.1%
0
0.0%
-648.0024441811704
1
<0.1%
0
0.0%
-646.8319095859052
1
<0.1%
0
0.0%
-646.5118340190302
1
<0.1%
0
0.0%
-643.3401446256839
1
<0.1%
0
0.0%
-643.1109731385278
1
<0.1%
0
0.0%
-639.181039229164
1
<0.1%
0
0.0%
-634.7978095407839
1
<0.1%
0
0.0%
-634.0725559343609
1
<0.1%
0
0.0%
-617.4713163469575
1
<0.1%
0
0.0%
-604.2205523824415
1
<0.1%
0
0.0%
-598.9261492177984
1
<0.1%
0
0.0%
-592.2346987938455
1
<0.1%
0
0.0%
-591.589567946296
1
<0.1%
0
0.0%
LARGEST VALUES
-272.19959776453203
1
<0.1%
0
0.0%
-294.832453479512
1
<0.1%
0
0.0%
-296.87736651819
1
<0.1%
0
0.0%
-296.9191304166929
1
<0.1%
0
0.0%
-297.1001713102805
1
<0.1%
0
0.0%
-297.7581465536183
1
<0.1%
0
0.0%
-297.90831976664083
1
<0.1%
0
0.0%
-298.02881409778144
1
<0.1%
0
0.0%
-298.141954800539
1
<0.1%
0
0.0%
-298.2128373445855
1
<0.1%
0
0.0%
-298.23291109441425
1
<0.1%
0
0.0%
-298.2684031668202
1
<0.1%
0
0.0%
-298.33514169738527
1
<0.1%
0
0.0%
-298.42616445794783
1
<0.1%
0
0.0%
-298.44393130013543
1
<0.1%
0
0.0%
rougher.state.floatbank10_f_air
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_air
0.94
rougher.state.floatbank10_d_air
0.86
rougher.state.floatbank10_b_air
0.82
rougher.state.floatbank10_c_air
0.76
primary_cleaner.output.tail_pb
-0.41
primary_cleaner.output.tail_ag
-0.37
secondary_cleaner.output.tail_ag
-0.35
secondary_cleaner.output.tail_pb
-0.35
primary_cleaner.state.floatbank8_b_level
0.33
rougher.state.floatbank10_a_level
-0.32
rougher.state.floatbank10_b_level
0.31
primary_cleaner.state.floatbank8_c_level
0.31
final.output.tail_pb
-0.31
primary_cleaner.state.floatbank8_a_level
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1416.35498046875
1
<0.1%
0
0.0%
950.3100884454184
1
<0.1%
0
0.0%
949.047335797643
1
<0.1%
0
0.0%
951.5527497248244
1
<0.1%
0
0.0%
949.6257128841906
1
<0.1%
0
0.0%
950.1649213447012
1
<0.1%
0
0.0%
951.8864870773516
1
<0.1%
0
0.0%
948.641085899315
1
<0.1%
0
0.0%
952.1154812015168
1
<0.1%
0
0.0%
949.7472130896753
1
<0.1%
0
0.0%
950.9773537593364
1
<0.1%
0
0.0%
949.2641483601104
1
<0.1%
0
0.0%
949.7843404846652
1
<0.1%
0
0.0%
949.9959348736128
1
<0.1%
0
0.0%
950.5867620791074
1
<0.1%
0
0.0%
SMALLEST VALUES
-2.4305872521028933
1
<0.1%
0
0.0%
-2.3286412947306507
1
<0.1%
0
0.0%
28.33235527494173
1
<0.1%
0
0.0%
244.1375610480201
1
<0.1%
0
0.0%
306.58671386916154
1
<0.1%
0
0.0%
539.6339372487046
1
<0.1%
0
0.0%
591.4706982803942
1
<0.1%
0
0.0%
694.9085311240927
1
<0.1%
0
0.0%
695.1750260924489
1
<0.1%
0
0.0%
695.7068414434941
1
<0.1%
0
0.0%
696.6225695938507
1
<0.1%
0
0.0%
697.0743047211638
1
<0.1%
0
0.0%
697.3963970385705
1
<0.1%
0
0.0%
697.915211978035
1
<0.1%
0
0.0%
698.0781115455844
1
<0.1%
0
0.0%
LARGEST VALUES
1706.307502416191
1
<0.1%
0
0.0%
1704.7212058760238
1
<0.1%
0
0.0%
1702.7551734865729
1
<0.1%
0
0.0%
1702.383847858595
1
<0.1%
0
0.0%
1701.6566591215037
1
<0.1%
0
0.0%
1700.8572070709597
1
<0.1%
0
0.0%
1700.482817180466
1
<0.1%
0
0.0%
1699.4703145512556
1
<0.1%
0
0.0%
1692.41829189094
1
<0.1%
0
0.0%
1686.6168846168116
1
<0.1%
0
0.0%
1682.7675934861147
1
<0.1%
0
0.0%
1677.6544940771012
1
<0.1%
0
0.0%
1663.3228997083884
1
<0.1%
0
0.0%
1652.249959623017
1
<0.1%
0
0.0%
1651.40270016842
1
<0.1%
0
0.0%
rougher.state.floatbank10_f_level
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_level
0.99
rougher.state.floatbank10_c_level
0.98
rougher.state.floatbank10_d_level
0.98
rougher.state.floatbank10_b_level
0.97
secondary_cleaner.state.floatbank4_b_level
0.53
secondary_cleaner.state.floatbank4_a_level
0.51
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.50
secondary_cleaner.state.floatbank5_a_level
0.49
secondary_cleaner.state.floatbank3_a_level
0.49
primary_cleaner.output.tail_pb
-0.48
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.state.floatbank5_b_level
0.45
secondary_cleaner.output.tail_ag
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-451.9396362304688
1
<0.1%
0
0.0%
-500.25988666553576
1
<0.1%
0
0.0%
-500.6064387013888
1
<0.1%
0
0.0%
-502.3145132524261
1
<0.1%
0
0.0%
-499.22222594998107
1
<0.1%
0
0.0%
-499.058109962566
1
<0.1%
0
0.0%
-501.5616655516189
1
<0.1%
0
0.0%
-500.37236164764624
1
<0.1%
0
0.0%
-500.2933739152367
1
<0.1%
0
0.0%
-498.8687582387498
1
<0.1%
0
0.0%
-500.5709940678347
1
<0.1%
0
0.0%
-499.58696757791006
1
<0.1%
0
0.0%
-500.0771013389257
1
<0.1%
0
0.0%
-496.2964847259226
1
<0.1%
0
0.0%
-499.6641566557242
1
<0.1%
0
0.0%
SMALLEST VALUES
-649.8809814453125
1
<0.1%
1
<0.1%
-649.7644184259972
1
<0.1%
0
0.0%
-648.9734987237292
1
<0.1%
0
0.0%
-648.8961337193078
1
<0.1%
0
0.0%
-647.7834767640752
1
<0.1%
0
0.0%
-647.3746059403162
1
<0.1%
0
0.0%
-646.593454804421
1
<0.1%
0
0.0%
-646.4814058250344
1
<0.1%
0
0.0%
-636.1526701317573
1
<0.1%
0
0.0%
-628.2809411639116
1
<0.1%
0
0.0%
-598.6142029367497
1
<0.1%
0
0.0%
-593.3306332269424
1
<0.1%
0
0.0%
-592.375718803002
1
<0.1%
0
0.0%
-582.9661687402248
1
<0.1%
0
0.0%
-580.4145789050517
1
<0.1%
0
0.0%
LARGEST VALUES
-191.7184797717884
1
<0.1%
0
0.0%
-243.84637636667784
1
<0.1%
0
0.0%
-258.30093872609416
1
<0.1%
0
0.0%
-286.5895805813215
1
<0.1%
0
0.0%
-292.465274891324
1
<0.1%
0
0.0%
-292.9392381744988
1
<0.1%
0
0.0%
-295.0019177554725
1
<0.1%
0
0.0%
-295.1107179326043
1
<0.1%
0
0.0%
-295.93671598821413
1
<0.1%
0
0.0%
-296.07431023274444
1
<0.1%
0
0.0%
-296.2856006078572
1
<0.1%
0
0.0%
-296.33901506518777
1
<0.1%
0
0.0%
-296.35389495936954
1
<0.1%
0
0.0%
-296.4092202486944
1
<0.1%
0
0.0%
-296.4791880761483
1
<0.1%
0
0.0%
secondary_cleaner.output.tail_ag
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_pb
0.68
secondary_cleaner.state.floatbank2_a_air
0.54
secondary_cleaner.state.floatbank2_b_level
0.52
secondary_cleaner.state.floatbank2_a_level
0.49
rougher.state.floatbank10_c_air
-0.46
primary_cleaner.output.tail_ag
0.45
rougher.state.floatbank10_d_air
-0.45
rougher.state.floatbank10_b_air
-0.45
secondary_cleaner.state.floatbank2_b_air
0.44
rougher.state.floatbank10_f_level
-0.43
rougher.state.floatbank10_b_level
-0.43
rougher.state.floatbank10_c_level
-0.42
rougher.state.floatbank10_e_level
-0.42
rougher.state.floatbank10_d_level
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
739
5.2%
18.263404846191406
5
<0.1%
16.761260986328125
3
<0.1%
14.500184059143065
1
<0.1%
16.748434876035823
1
<0.1%
16.064489961558607
1
<0.1%
16.152893512636496
1
<0.1%
16.35624274751249
1
<0.1%
16.714207124850656
1
<0.1%
15.585948485179506
1
<0.1%
16.893929410795074
1
<0.1%
16.84610987317641
1
<0.1%
16.848422676796197
1
<0.1%
15.622179648769755
1
<0.1%
16.398241361193584
1
<0.1%
SMALLEST VALUES
0.0
739
5.2%
0.0174094229287099
1
<0.1%
0.1675733191409542
1
<0.1%
0.2953601671824193
1
<0.1%
0.2960314482352825
1
<0.1%
0.5354363511519842
1
<0.1%
0.5886910738708038
1
<0.1%
0.6156498241093423
1
<0.1%
0.7964570209598807
1
<0.1%
0.8206120201786689
1
<0.1%
0.9643630921613092
1
<0.1%
1.0602680616111684
1
<0.1%
1.1000614676019824
1
<0.1%
1.241944047684762
1
<0.1%
1.3529036805282522
1
<0.1%
LARGEST VALUES
23.264738336018237
1
<0.1%
22.554791365668912
1
<0.1%
22.346986882194184
1
<0.1%
22.034133904991343
1
<0.1%
21.86281715714438
1
<0.1%
21.80767707964868
1
<0.1%
21.78988534523481
1
<0.1%
21.39974120378302
1
<0.1%
21.29576307269265
1
<0.1%
21.276632465692717
1
<0.1%
21.24344421885825
1
<0.1%
21.200101204061035
1
<0.1%
21.18513494025502
1
<0.1%
21.18044395397321
1
<0.1%
21.17258508444775
1
<0.1%
secondary_cleaner.output.tail_pb
MISSING:
10
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_ag
0.68
primary_cleaner.output.tail_pb
0.56
secondary_cleaner.state.floatbank6_a_air
-0.50
primary_cleaner.output.tail_ag
0.49
rougher.state.floatbank10_d_air
-0.49
rougher.state.floatbank10_b_air
-0.47
rougher.state.floatbank10_c_air
-0.47
rougher.state.floatbank10_a_level
0.44
secondary_cleaner.output.tail_au
0.42
secondary_cleaner.state.floatbank2_a_air
0.42
rougher.state.floatbank10_f_level
-0.42
rougher.state.floatbank10_b_level
-0.42
rougher.output.tail_ag
-0.41
rougher.state.floatbank10_e_level
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
739
5.2%
8.1396484375
5
<0.1%
12.8896484375
3
<0.1%
8.2021484375
2
<0.1%
5.91357421875
2
<0.1%
7.0656760066085385
1
<0.1%
7.644257771174113
1
<0.1%
7.007640748156443
1
<0.1%
7.562473695410622
1
<0.1%
6.470870198806129
1
<0.1%
7.649820185237461
1
<0.1%
7.714689775572883
1
<0.1%
6.190331245263418
1
<0.1%
8.005717311994069
1
<0.1%
8.730435144106547
1
<0.1%
SMALLEST VALUES
0.0
739
5.2%
0.0075137072925766
1
<0.1%
0.0653704850520524
1
<0.1%
0.1003725524880509
1
<0.1%
0.1270864162401509
1
<0.1%
0.1388524449916763
1
<0.1%
0.1779015892909632
1
<0.1%
0.1786143247948752
1
<0.1%
0.1844077081927874
1
<0.1%
0.185040362471514
1
<0.1%
0.1851817524122695
1
<0.1%
0.1897346863865904
1
<0.1%
0.2111479863556774
1
<0.1%
0.2195100976962648
1
<0.1%
0.2246192132433255
1
<0.1%
LARGEST VALUES
17.042504875924852
1
<0.1%
17.02882835335202
1
<0.1%
16.788706141048007
1
<0.1%
16.784315054681567
1
<0.1%
16.783705754280092
1
<0.1%
16.707873645888437
1
<0.1%
16.65627680460612
1
<0.1%
16.432726696862115
1
<0.1%
16.421467555893788
1
<0.1%
16.31080334822337
1
<0.1%
16.09400668328007
1
<0.1%
16.052657494909234
1
<0.1%
16.02774219217814
1
<0.1%
15.851404545141593
1
<0.1%
15.796208262720866
1
<0.1%
secondary_cleaner.output.tail_sol
MISSING:
1,605
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_level
-0.60
final.output.tail_sol
0.42
primary_cleaner.output.tail_sol
0.42
rougher.output.tail_ag
0.41
secondary_cleaner.state.floatbank2_a_level
0.40
primary_cleaner.input.feed_size
0.39
secondary_cleaner.state.floatbank2_b_level
0.39
secondary_cleaner.state.floatbank4_a_air
-0.38
rougher.output.tail_au
0.36
primary_cleaner.input.depressant
0.35
secondary_cleaner.state.floatbank6_a_air
0.34
rougher.state.floatbank10_d_air
0.33
rougher.state.floatbank10_c_air
0.31
secondary_cleaner.output.tail_pb
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
739
5.9%
2.316162109375
5
<0.1%
8.7646484375
1
<0.1%
2.882616646157371
1
<0.1%
2.9207991098033057
1
<0.1%
2.9004082803593736
1
<0.1%
3.030530569487148
1
<0.1%
2.9018782173262703
1
<0.1%
1.4253009303265975
1
<0.1%
1.073693446273812
1
<0.1%
2.9559373971488743
1
<0.1%
2.9185670308272043
1
<0.1%
3.100605831477377
1
<0.1%
2.9199506113264286
1
<0.1%
4.14208354586218
1
<0.1%
SMALLEST VALUES
0.0
739
5.9%
0.0148978660001012
1
<0.1%
0.0217190071195364
1
<0.1%
0.0244512676188929
1
<0.1%
0.0361831331414092
1
<0.1%
0.059618592007941
1
<0.1%
0.0632659094037222
1
<0.1%
0.0635364498997862
1
<0.1%
0.0683889904859097
1
<0.1%
0.0846138343297772
1
<0.1%
0.0900182149421319
1
<0.1%
0.0907918512733239
1
<0.1%
0.0997973996843373
1
<0.1%
0.1054108882866178
1
<0.1%
0.1101374870895395
1
<0.1%
LARGEST VALUES
17.976171024640397
1
<0.1%
17.451713241439105
1
<0.1%
16.994576256010266
1
<0.1%
16.94628947575887
1
<0.1%
16.55881046295166
1
<0.1%
16.552430070771113
1
<0.1%
16.529296875
1
<0.1%
16.395272892846002
1
<0.1%
16.352793754066028
1
<0.1%
16.332989446421465
1
<0.1%
16.293396245953108
1
<0.1%
16.254290261798438
1
<0.1%
16.238094588716823
1
<0.1%
16.21269961833954
1
<0.1%
16.20082561333974
1
<0.1%
secondary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_au
0.51
final.output.tail_au
0.45
secondary_cleaner.output.tail_pb
0.42
secondary_cleaner.output.tail_ag
0.36
final.output.recovery
-0.35
secondary_cleaner.state.floatbank2_b_level
0.30
secondary_cleaner.state.floatbank2_a_level
0.30
rougher.input.floatbank11_sulfate
0.29
secondary_cleaner.state.floatbank3_a_air
-0.26
rougher.state.floatbank10_d_air
-0.23
rougher.input.floatbank10_sulfate
0.23
secondary_cleaner.state.floatbank3_b_air
-0.23
rougher.state.floatbank10_f_air
-0.23
rougher.state.floatbank10_b_air
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
739
5.2%
3.951134443283081
5
<0.1%
2.1402912139892583
3
<0.1%
2.606184959411621
1
<0.1%
2.6525122329245336
1
<0.1%
2.628403284693007
1
<0.1%
2.4704336259037194
1
<0.1%
2.471205993471636
1
<0.1%
2.558398606194891
1
<0.1%
2.6888086371203923
1
<0.1%
2.401447506140608
1
<0.1%
2.617516835125109
1
<0.1%
2.612451446183698
1
<0.1%
2.61582422031727
1
<0.1%
2.825152088598004
1
<0.1%
SMALLEST VALUES
0.0
739
5.2%
0.0058769491887081
1
<0.1%
0.0335287499855096
1
<0.1%
0.0404780720237694
1
<0.1%
0.0422541277542323
1
<0.1%
0.1522662781751821
1
<0.1%
0.1846409251806068
1
<0.1%
0.1958610688578422
1
<0.1%
0.227628115959556
1
<0.1%
0.2485430851260329
1
<0.1%
0.2523859967263343
1
<0.1%
0.2802928986348464
1
<0.1%
0.2960791335010536
1
<0.1%
0.3226904727784121
1
<0.1%
0.3503331743204904
1
<0.1%
LARGEST VALUES
26.81164286593949
1
<0.1%
25.65054523585977
1
<0.1%
25.44012810338272
1
<0.1%
25.21777081418839
1
<0.1%
25.194447076001524
1
<0.1%
25.11349952468096
1
<0.1%
25.060558624342143
1
<0.1%
25.01942407563219
1
<0.1%
24.98463871947575
1
<0.1%
24.84798643406002
1
<0.1%
24.827962660941
1
<0.1%
24.744743409757422
1
<0.1%
24.7220065888701
1
<0.1%
24.71431915841564
1
<0.1%
24.62853285544909
1
<0.1%
secondary_cleaner.state.floatbank2_a_air
MISSING:
217
(2%)
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_air
0.88
secondary_cleaner.state.floatbank2_b_level
0.55
secondary_cleaner.output.tail_ag
0.54
secondary_cleaner.state.floatbank2_a_level
0.53
secondary_cleaner.state.floatbank4_a_air
0.43
secondary_cleaner.output.tail_pb
0.42
secondary_cleaner.state.floatbank4_b_air
0.40
secondary_cleaner.state.floatbank3_a_air
0.39
secondary_cleaner.state.floatbank5_b_air
0.35
rougher.state.floatbank10_a_level
0.34
secondary_cleaner.state.floatbank5_a_air
0.32
rougher.output.tail_au
-0.29
primary_cleaner.state.floatbank8_c_air
0.28
secondary_cleaner.state.floatbank3_b_air
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
25.319265365600582
2
<0.1%
0
0.0%
25.85310935974121
1
<0.1%
0
0.0%
27.787362818957096
1
<0.1%
0
0.0%
26.46569750138777
1
<0.1%
0
0.0%
26.4224697037058
1
<0.1%
0
0.0%
26.276693760039635
1
<0.1%
0
0.0%
27.025709715881465
1
<0.1%
0
0.0%
27.134049386302795
1
<0.1%
0
0.0%
27.22675985818088
1
<0.1%
0
0.0%
27.31947033005896
1
<0.1%
0
0.0%
27.41218080193705
1
<0.1%
0
0.0%
27.50489127381513
1
<0.1%
0
0.0%
27.59760174569321
1
<0.1%
0
0.0%
27.747216050211343
1
<0.1%
0
0.0%
27.774491881565304
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0775025574958832
1
<0.1%
0
0.0%
0.1220129463019562
1
<0.1%
0
0.0%
0.1425403387677508
1
<0.1%
0
0.0%
0.1440420449045963
1
<0.1%
0
0.0%
0.1627968877969555
1
<0.1%
0
0.0%
0.1654316327144127
1
<0.1%
0
0.0%
0.1711642526553127
1
<0.1%
0
0.0%
0.1724820807731179
1
<0.1%
0
0.0%
0.1729843456837942
1
<0.1%
0
0.0%
0.1740051930681562
1
<0.1%
0
0.0%
0.1742315870774578
1
<0.1%
0
0.0%
0.195610726394316
1
<0.1%
0
0.0%
0.1967667507093997
1
<0.1%
0
0.0%
0.1992571114598592
1
<0.1%
0
0.0%
0.2004919226004577
1
<0.1%
0
0.0%
LARGEST VALUES
52.65139882162119
1
<0.1%
0
0.0%
50.52789074323425
1
<0.1%
0
0.0%
48.82278094606722
1
<0.1%
0
0.0%
48.07198942763544
1
<0.1%
0
0.0%
46.91760519754703
1
<0.1%
0
0.0%
46.55128110134911
1
<0.1%
0
0.0%
44.64774774907429
1
<0.1%
0
0.0%
43.208214397093066
1
<0.1%
0
0.0%
43.08269387863975
1
<0.1%
0
0.0%
42.96430496012615
1
<0.1%
0
0.0%
42.68573053307271
1
<0.1%
0
0.0%
42.58979590932398
1
<0.1%
0
0.0%
42.53257692242536
1
<0.1%
0
0.0%
42.3667197268604
1
<0.1%
0
0.0%
42.29487481173209
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank2_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.53
secondary_cleaner.output.tail_ag
0.49
secondary_cleaner.state.floatbank2_b_air
0.44
secondary_cleaner.output.tail_sol
0.40
secondary_cleaner.output.tail_au
0.30
secondary_cleaner.state.floatbank3_b_level
0.27
secondary_cleaner.output.tail_pb
0.26
secondary_cleaner.state.floatbank5_b_air
-0.24
secondary_cleaner.state.floatbank5_a_air
-0.24
rougher.input.feed_rate
0.23
rougher.input.floatbank11_sulfate
0.23
secondary_cleaner.state.floatbank4_b_air
-0.22
secondary_cleaner.state.floatbank3_a_air
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.5264892578125
1
<0.1%
0
0.0%
-499.9896148136538
1
<0.1%
0
0.0%
-499.250928004254
1
<0.1%
0
0.0%
-501.29216485992737
1
<0.1%
0
0.0%
-498.7816568906349
1
<0.1%
0
0.0%
-499.8218062177712
1
<0.1%
0
0.0%
-501.14881221782326
1
<0.1%
0
0.0%
-499.6135793604274
1
<0.1%
0
0.0%
-498.74277389181685
1
<0.1%
0
0.0%
-499.9056980303056
1
<0.1%
0
0.0%
-499.58927565840776
1
<0.1%
0
0.0%
-502.08639021738287
1
<0.1%
0
0.0%
-500.1922778081511
1
<0.1%
0
0.0%
-497.710552230542
1
<0.1%
0
0.0%
-498.87893730343
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.6064406505061
1
<0.1%
0
0.0%
-799.6057617041215
1
<0.1%
0
0.0%
-799.6027237032257
1
<0.1%
0
0.0%
-799.5990067559454
1
<0.1%
0
0.0%
-799.5988511232124
1
<0.1%
0
0.0%
-799.5980434151097
1
<0.1%
0
0.0%
-799.5965625788893
1
<0.1%
0
0.0%
-799.5963300105212
1
<0.1%
0
0.0%
-799.5963079204365
1
<0.1%
0
0.0%
-799.5960359485774
1
<0.1%
0
0.0%
-799.5952898086654
1
<0.1%
0
0.0%
-799.5946166059331
1
<0.1%
0
0.0%
-799.5942125873507
1
<0.1%
0
0.0%
-799.5929791745406
1
<0.1%
0
0.0%
-799.5929032013447
1
<0.1%
0
0.0%
LARGEST VALUES
-127.87556529194616
1
<0.1%
0
0.0%
-166.9331031907463
1
<0.1%
0
0.0%
-172.6390776327298
1
<0.1%
0
0.0%
-179.58385671754428
1
<0.1%
0
0.0%
-194.45562031819452
1
<0.1%
0
0.0%
-203.804751218495
1
<0.1%
0
0.0%
-207.03883945169855
1
<0.1%
0
0.0%
-207.06802328390623
1
<0.1%
0
0.0%
-208.55235806099307
1
<0.1%
0
0.0%
-216.45528903656088
1
<0.1%
0
0.0%
-218.0201630069279
1
<0.1%
0
0.0%
-224.57656839676568
1
<0.1%
0
0.0%
-237.69595981461484
1
<0.1%
0
0.0%
-238.03051595731915
1
<0.1%
0
0.0%
-243.64982274596127
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank2_b_air
MISSING:
21
(<1%)
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_air
0.88
secondary_cleaner.state.floatbank3_b_air
0.51
secondary_cleaner.state.floatbank4_b_air
0.50
secondary_cleaner.state.floatbank3_a_air
0.46
secondary_cleaner.state.floatbank2_b_level
0.45
secondary_cleaner.state.floatbank2_a_level
0.44
secondary_cleaner.output.tail_ag
0.44
secondary_cleaner.state.floatbank5_b_air
0.42
secondary_cleaner.state.floatbank4_a_air
0.35
rougher.state.floatbank10_f_level
-0.32
rougher.state.floatbank10_d_level
-0.31
rougher.state.floatbank10_c_level
-0.31
secondary_cleaner.output.tail_pb
0.31
secondary_cleaner.state.floatbank5_a_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.4287966821244802e-17
66
0.5%
0
0.0%
1.0259545622041334e-16
39
0.3%
0
0.0%
2.1634080417222903e-16
19
0.1%
0
0.0%
0.0
8
<0.1%
0
0.0%
8.210019869675627e-18
5
<0.1%
0
0.0%
4.178749695006405e-17
4
<0.1%
0
0.0%
23.06635587534589
1
<0.1%
0
0.0%
23.129989690125814
1
<0.1%
0
0.0%
23.100728954422397
1
<0.1%
0
0.0%
23.0319827962694
1
<0.1%
0
0.0%
23.13510203349889
1
<0.1%
0
0.0%
23.010046209843868
1
<0.1%
0
0.0%
22.997609717192887
1
<0.1%
0
0.0%
23.02502327519452
1
<0.1%
0
0.0%
23.01125453574525
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
8
<0.1%
0
0.0%
6.7781011855901565e-18
1
<0.1%
0
0.0%
8.210019869675627e-18
5
<0.1%
0
0.0%
9.309321424987273e-18
1
<0.1%
0
0.0%
1.2765265003308075e-17
1
<0.1%
0
0.0%
1.4287966821244802e-17
66
0.5%
0
0.0%
1.6300156895527853e-17
1
<0.1%
0
0.0%
1.9835048787747638e-17
1
<0.1%
0
0.0%
2.232507368285296e-17
1
<0.1%
0
0.0%
2.2365170311987525e-17
1
<0.1%
0
0.0%
2.3369940679967408e-17
1
<0.1%
0
0.0%
2.4003398625871448e-17
1
<0.1%
0
0.0%
2.536273367308075e-17
1
<0.1%
0
0.0%
2.6470460457513008e-17
1
<0.1%
0
0.0%
2.6807611496517606e-17
1
<0.1%
0
0.0%
LARGEST VALUES
35.15212196778239
1
<0.1%
0
0.0%
35.08958285223052
1
<0.1%
0
0.0%
35.07977412222921
1
<0.1%
0
0.0%
35.07775230001917
1
<0.1%
0
0.0%
35.066036204145746
1
<0.1%
0
0.0%
35.06366538500969
1
<0.1%
0
0.0%
35.06267913978549
1
<0.1%
0
0.0%
35.06013016446519
1
<0.1%
0
0.0%
35.05327665788917
1
<0.1%
0
0.0%
35.04956302799224
1
<0.1%
0
0.0%
35.04919237721477
1
<0.1%
0
0.0%
35.04841031289028
1
<0.1%
0
0.0%
35.046501474182485
1
<0.1%
0
0.0%
35.043922104383405
1
<0.1%
0
0.0%
35.03994604194111
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank2_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.55
secondary_cleaner.output.tail_ag
0.52
secondary_cleaner.state.floatbank2_b_air
0.45
secondary_cleaner.output.tail_sol
0.39
secondary_cleaner.output.tail_au
0.30
secondary_cleaner.state.floatbank3_b_level
0.28
secondary_cleaner.output.tail_pb
0.28
rougher.input.floatbank11_sulfate
0.26
rougher.input.feed_rate
0.23
secondary_cleaner.state.floatbank5_b_air
-0.19
secondary_cleaner.state.floatbank5_a_air
-0.19
secondary_cleaner.state.floatbank4_b_air
-0.19
rougher.state.floatbank10_a_air
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-501.4062805175781
1
<0.1%
0
0.0%
-500.0795423027418
1
<0.1%
0
0.0%
-499.9491546836352
1
<0.1%
0
0.0%
-500.0828564882912
1
<0.1%
0
0.0%
-499.8856899637861
1
<0.1%
0
0.0%
-499.8768620071776
1
<0.1%
0
0.0%
-499.99857346595047
1
<0.1%
0
0.0%
-500.2960909605392
1
<0.1%
0
0.0%
-500.1120937622883
1
<0.1%
0
0.0%
-499.88219802287375
1
<0.1%
0
0.0%
-499.57381754507486
1
<0.1%
0
0.0%
-500.19381796357817
1
<0.1%
0
0.0%
-499.91640012133934
1
<0.1%
0
0.0%
-499.7567714804596
1
<0.1%
0
0.0%
-498.7701412758292
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.8738782248871
1
<0.1%
0
0.0%
-799.8702924552507
1
<0.1%
0
0.0%
-799.8628945840163
1
<0.1%
0
0.0%
-799.8626134415542
1
<0.1%
0
0.0%
-799.8549344278574
1
<0.1%
0
0.0%
-799.8472554141606
1
<0.1%
0
0.0%
-799.839576400464
1
<0.1%
0
0.0%
-799.8263668069214
1
<0.1%
0
0.0%
-799.8190169768117
1
<0.1%
0
0.0%
-799.8116671467026
1
<0.1%
0
0.0%
-799.8043173165934
1
<0.1%
0
0.0%
-799.7905360319131
1
<0.1%
0
0.0%
-799.7679293316952
1
<0.1%
0
0.0%
-799.7625010399278
1
<0.1%
0
0.0%
-799.6646857819617
1
<0.1%
0
0.0%
LARGEST VALUES
-212.06466513912412
1
<0.1%
0
0.0%
-216.6608138838881
1
<0.1%
0
0.0%
-221.68480157876087
1
<0.1%
0
0.0%
-223.045322626434
1
<0.1%
0
0.0%
-224.82832593634163
1
<0.1%
0
0.0%
-232.0715490585817
1
<0.1%
0
0.0%
-235.5838011370007
1
<0.1%
0
0.0%
-238.91876352727863
1
<0.1%
0
0.0%
-241.6294535574239
1
<0.1%
0
0.0%
-251.52701766486695
1
<0.1%
0
0.0%
-251.7027414560322
1
<0.1%
0
0.0%
-253.62941728198425
1
<0.1%
0
0.0%
-255.33271047473943
1
<0.1%
0
0.0%
-262.36728379680176
1
<0.1%
0
0.0%
-262.5326265910408
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank3_a_air
MISSING:
4
(<1%)
9
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_b_air
0.78
secondary_cleaner.state.floatbank5_b_air
0.75
secondary_cleaner.state.floatbank5_a_air
0.71
secondary_cleaner.state.floatbank3_b_air
0.69
secondary_cleaner.state.floatbank4_a_air
0.68
rougher.state.floatbank10_a_air
0.53
primary_cleaner.state.floatbank8_c_air
0.47
secondary_cleaner.state.floatbank2_b_air
0.46
primary_cleaner.state.floatbank8_a_air
0.46
primary_cleaner.state.floatbank8_b_air
0.43
rougher.state.floatbank10_a_level
0.42
secondary_cleaner.state.floatbank2_a_air
0.39
secondary_cleaner.state.floatbank6_a_air
0.35
rougher.output.tail_au
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.8335980968111552e-21
4
<0.1%
0
0.0%
23.9617977142334
1
<0.1%
0
0.0%
25.985223506321173
1
<0.1%
0
0.0%
22.96232920982752
1
<0.1%
0
0.0%
22.991883732890624
1
<0.1%
0
0.0%
22.94765020542955
1
<0.1%
0
0.0%
23.01066534044261
1
<0.1%
0
0.0%
22.98162470792069
1
<0.1%
0
0.0%
23.65807446844321
1
<0.1%
0
0.0%
23.52475771939415
1
<0.1%
0
0.0%
25.966625370255784
1
<0.1%
0
0.0%
26.01257130209043
1
<0.1%
0
0.0%
26.03852741985268
1
<0.1%
0
0.0%
25.94710422210961
1
<0.1%
0
0.0%
22.98562807434217
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
1
<0.1%
1.8335980968111552e-21
4
<0.1%
0
0.0%
1.5114577510904797e-07
1
<0.1%
0
0.0%
0.0005175171014702
1
<0.1%
0
0.0%
9.958318344890449
1
<0.1%
0
0.0%
9.972271337949229
1
<0.1%
0
0.0%
9.996802838221615
1
<0.1%
0
0.0%
10.002242837246111
1
<0.1%
0
0.0%
10.010952397448538
1
<0.1%
0
0.0%
11.596921420575294
1
<0.1%
0
0.0%
11.783382215417106
1
<0.1%
0
0.0%
12.23579708029072
1
<0.1%
0
0.0%
14.867635254538168
1
<0.1%
0
0.0%
14.933395776862277
1
<0.1%
0
0.0%
14.95052077174343
1
<0.1%
0
0.0%
LARGEST VALUES
44.26046364951683
1
<0.1%
0
0.0%
44.0644101333078
1
<0.1%
0
0.0%
44.03393973400834
1
<0.1%
0
0.0%
44.02599798335815
1
<0.1%
0
0.0%
44.01943408074982
1
<0.1%
0
0.0%
44.01816356091538
1
<0.1%
0
0.0%
44.01485756577001
1
<0.1%
0
0.0%
44.01245959178713
1
<0.1%
0
0.0%
44.01138895189451
1
<0.1%
0
0.0%
43.9999889886499
1
<0.1%
0
0.0%
43.998492780560206
1
<0.1%
0
0.0%
43.9980567290893
1
<0.1%
0
0.0%
43.99239321340817
1
<0.1%
0
0.0%
43.99195496374868
1
<0.1%
0
0.0%
43.98244518295412
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank3_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_level
0.72
secondary_cleaner.state.floatbank5_a_level
0.69
secondary_cleaner.state.floatbank3_b_level
0.65
secondary_cleaner.state.floatbank5_b_level
0.64
secondary_cleaner.state.floatbank6_a_air
0.50
rougher.state.floatbank10_c_level
0.49
rougher.state.floatbank10_f_level
0.49
rougher.state.floatbank10_e_level
0.49
rougher.state.floatbank10_d_level
0.48
rougher.state.floatbank10_b_level
0.47
secondary_cleaner.state.floatbank4_b_level
0.47
rougher.state.floatbank10_b_air
0.42
rougher.state.floatbank10_c_air
0.40
secondary_cleaner.output.tail_pb
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-495.2628173828125
1
<0.1%
0
0.0%
-499.7362823151865
1
<0.1%
0
0.0%
-500.3858032942852
1
<0.1%
0
0.0%
-500.07942780891983
1
<0.1%
0
0.0%
-500.044399500758
1
<0.1%
0
0.0%
-499.9095518105528
1
<0.1%
0
0.0%
-499.75767848173007
1
<0.1%
0
0.0%
-500.05403792981247
1
<0.1%
0
0.0%
-499.44423109291193
1
<0.1%
0
0.0%
-499.4512721051692
1
<0.1%
0
0.0%
-500.6224265099595
1
<0.1%
0
0.0%
-499.97937704332384
1
<0.1%
0
0.0%
-500.573083043906
1
<0.1%
0
0.0%
-499.1502282733469
1
<0.1%
0
0.0%
-499.9264109619474
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.6130133845363
1
<0.1%
0
0.0%
-799.6092193381066
1
<0.1%
0
0.0%
-799.6076145231508
1
<0.1%
0
0.0%
-799.6072675861807
1
<0.1%
0
0.0%
-799.6069206492108
1
<0.1%
0
0.0%
-799.5732568286314
1
<0.1%
0
0.0%
-799.5604071498838
1
<0.1%
0
0.0%
-799.5351663085409
1
<0.1%
0
0.0%
-799.4600726178529
1
<0.1%
0
0.0%
-799.4110782997459
1
<0.1%
0
0.0%
-799.4108538681717
1
<0.1%
0
0.0%
-799.3849789271652
1
<0.1%
0
0.0%
-799.3641957173586
1
<0.1%
0
0.0%
-799.3098852364778
1
<0.1%
0
0.0%
-799.268843156382
1
<0.1%
0
0.0%
LARGEST VALUES
-191.67881012625705
1
<0.1%
0
0.0%
-246.3963237514912
1
<0.1%
0
0.0%
-246.47985970649563
1
<0.1%
0
0.0%
-252.8782958396096
1
<0.1%
0
0.0%
-262.8434118218666
1
<0.1%
0
0.0%
-263.47495995285874
1
<0.1%
0
0.0%
-274.0507941202654
1
<0.1%
0
0.0%
-276.45478591751703
1
<0.1%
0
0.0%
-279.54405942050784
1
<0.1%
0
0.0%
-285.43467847468463
1
<0.1%
0
0.0%
-287.4822813606075
1
<0.1%
0
0.0%
-287.81710365355667
1
<0.1%
0
0.0%
-288.27546076107484
1
<0.1%
0
0.0%
-288.42448552163467
1
<0.1%
0
0.0%
-288.5078345976204
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank3_b_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_air
0.69
secondary_cleaner.state.floatbank5_b_air
0.63
secondary_cleaner.state.floatbank4_b_air
0.62
secondary_cleaner.state.floatbank2_b_air
0.51
secondary_cleaner.state.floatbank5_a_air
0.50
secondary_cleaner.state.floatbank6_a_air
0.38
primary_cleaner.state.floatbank8_c_air
0.34
secondary_cleaner.state.floatbank4_a_air
0.34
primary_cleaner.state.floatbank8_a_air
0.32
primary_cleaner.state.floatbank8_b_air
0.29
secondary_cleaner.state.floatbank2_a_air
0.28
rougher.state.floatbank10_f_air
0.25
secondary_cleaner.output.tail_au
-0.23
primary_cleaner.state.floatbank8_a_level
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
6.1372560535208195e-22
4
<0.1%
0
0.0%
21.94040870666504
1
<0.1%
0
0.0%
18.995274165652024
1
<0.1%
0
0.0%
16.0128901827044
1
<0.1%
0
0.0%
16.020909772358838
1
<0.1%
0
0.0%
16.010636202616674
1
<0.1%
0
0.0%
16.035305688959514
1
<0.1%
0
0.0%
15.984345036388271
1
<0.1%
0
0.0%
15.964177370143355
1
<0.1%
0
0.0%
16.511945686718608
1
<0.1%
0
0.0%
18.99717150733032
1
<0.1%
0
0.0%
19.00275009306253
1
<0.1%
0
0.0%
18.95908006764988
1
<0.1%
0
0.0%
18.958160968781765
1
<0.1%
0
0.0%
15.989312969093897
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
0
0.0%
6.1372560535208195e-22
4
<0.1%
0
0.0%
7.771139531014416e-05
1
<0.1%
0
0.0%
0.0001732186552936
1
<0.1%
0
0.0%
6.771626860984079
1
<0.1%
0
0.0%
8.514424374092146
1
<0.1%
0
0.0%
9.896328652722165
1
<0.1%
0
0.0%
9.908572025605432
1
<0.1%
0
0.0%
9.910263952854487
1
<0.1%
0
0.0%
9.921580054551807
1
<0.1%
0
0.0%
9.922067171205963
1
<0.1%
0
0.0%
9.92326707747912
1
<0.1%
0
0.0%
9.926124280498692
1
<0.1%
0
0.0%
9.928242463380426
1
<0.1%
0
0.0%
9.928449848095122
1
<0.1%
0
0.0%
LARGEST VALUES
35.072840627699605
1
<0.1%
0
0.0%
35.06221052926639
1
<0.1%
0
0.0%
35.06089015116066
1
<0.1%
0
0.0%
35.05423848866576
1
<0.1%
0
0.0%
35.052307853125924
1
<0.1%
0
0.0%
35.051488208318425
1
<0.1%
0
0.0%
35.050290683799794
1
<0.1%
0
0.0%
35.04783887608556
1
<0.1%
0
0.0%
35.04691155200324
1
<0.1%
0
0.0%
35.0460477891366
1
<0.1%
0
0.0%
35.045332715605426
1
<0.1%
0
0.0%
35.04292981233717
1
<0.1%
0
0.0%
35.04267662097789
1
<0.1%
0
0.0%
35.041922699946696
1
<0.1%
0
0.0%
35.04189108383784
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank3_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_level
0.65
secondary_cleaner.state.floatbank5_a_level
0.59
secondary_cleaner.state.floatbank5_b_level
0.53
secondary_cleaner.state.floatbank4_a_level
0.41
secondary_cleaner.state.floatbank5_b_air
-0.31
secondary_cleaner.state.floatbank4_b_air
-0.31
rougher.state.floatbank10_b_air
0.30
secondary_cleaner.state.floatbank6_a_level
0.29
secondary_cleaner.state.floatbank4_b_level
0.28
secondary_cleaner.state.floatbank2_b_level
0.28
rougher.state.floatbank10_c_air
0.27
secondary_cleaner.state.floatbank2_a_level
0.27
secondary_cleaner.state.floatbank2_b_air
-0.27
rougher.state.floatbank10_c_level
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.3409729003906
1
<0.1%
0
0.0%
-499.9598022496404
1
<0.1%
0
0.0%
-500.20603614113344
1
<0.1%
0
0.0%
-500.130293940276
1
<0.1%
0
0.0%
-499.931306322886
1
<0.1%
0
0.0%
-499.96732661626
1
<0.1%
0
0.0%
-499.9844628231052
1
<0.1%
0
0.0%
-500.2015425009164
1
<0.1%
0
0.0%
-499.6320204958296
1
<0.1%
0
0.0%
-498.6282861514442
1
<0.1%
0
0.0%
-501.2883070556588
1
<0.1%
0
0.0%
-500.18380915273
1
<0.1%
0
0.0%
-500.423713928092
1
<0.1%
0
0.0%
-499.4564889958152
1
<0.1%
0
0.0%
-499.81652396968354
1
<0.1%
0
0.0%
SMALLEST VALUES
-759.1773808972199
1
<0.1%
0
0.0%
-757.8017645217552
1
<0.1%
0
0.0%
-757.5171384791597
1
<0.1%
0
0.0%
-757.2759967853723
1
<0.1%
0
0.0%
-757.2160179836478
1
<0.1%
0
0.0%
-757.1509959896507
1
<0.1%
0
0.0%
-757.0031741108502
1
<0.1%
0
0.0%
-756.8593924110166
1
<0.1%
0
0.0%
-756.6611639266333
1
<0.1%
0
0.0%
-756.5191255962615
1
<0.1%
0
0.0%
-756.5009881353351
1
<0.1%
0
0.0%
-756.4668688790729
1
<0.1%
0
0.0%
-756.3964646902624
1
<0.1%
0
0.0%
-756.396427118544
1
<0.1%
0
0.0%
-756.3023289821488
1
<0.1%
0
0.0%
LARGEST VALUES
-159.74233084492997
1
<0.1%
0
0.0%
-159.79751633077296
1
<0.1%
0
0.0%
-163.8885393350584
1
<0.1%
0
0.0%
-179.1579136980887
1
<0.1%
0
0.0%
-186.5300069369013
1
<0.1%
0
0.0%
-194.46683774915616
1
<0.1%
0
0.0%
-195.45854464695137
1
<0.1%
0
0.0%
-205.30817790328703
1
<0.1%
0
0.0%
-212.73885087568385
1
<0.1%
0
0.0%
-224.13184271506347
1
<0.1%
0
0.0%
-228.48056127821303
1
<0.1%
0
0.0%
-233.3741691057497
1
<0.1%
0
0.0%
-255.11387651118852
1
<0.1%
0
0.0%
-261.0836717598334
1
<0.1%
0
0.0%
-276.8006759083434
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank4_a_air
MISSING:
6
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_b_air
0.84
secondary_cleaner.state.floatbank5_a_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.72
secondary_cleaner.state.floatbank3_a_air
0.68
rougher.state.floatbank10_a_level
0.61
primary_cleaner.state.floatbank8_c_air
0.58
rougher.state.floatbank10_a_air
0.56
primary_cleaner.state.floatbank8_a_air
0.54
primary_cleaner.state.floatbank8_b_air
0.52
secondary_cleaner.state.floatbank2_a_air
0.43
rougher.output.tail_au
-0.39
secondary_cleaner.output.tail_sol
-0.38
primary_cleaner.state.floatbank8_d_air
0.37
final.output.tail_sol
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
14.01683521270752
1
<0.1%
0
0.0%
14.521103662530928
1
<0.1%
0
0.0%
14.497231063464625
1
<0.1%
0
0.0%
14.482951585485376
1
<0.1%
0
0.0%
14.504022419139352
1
<0.1%
0
0.0%
14.539962723499322
1
<0.1%
0
0.0%
14.52666802142539
1
<0.1%
0
0.0%
14.524611554737945
1
<0.1%
0
0.0%
14.495779143483643
1
<0.1%
0
0.0%
14.501312771021142
1
<0.1%
0
0.0%
14.513392403556766
1
<0.1%
0
0.0%
14.50042435203648
1
<0.1%
0
0.0%
14.511209540587672
1
<0.1%
0
0.0%
14.488011818012662
1
<0.1%
0
0.0%
14.516391608618935
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
0
0.0%
7.271604704341104e-05
1
<0.1%
0
0.0%
4.502795843836894
1
<0.1%
0
0.0%
4.984006987825066
1
<0.1%
0
0.0%
5.006060106318763
1
<0.1%
0
0.0%
5.006961224552198
1
<0.1%
0
0.0%
5.0080069761437285
1
<0.1%
0
0.0%
5.008175752621049
1
<0.1%
0
0.0%
5.008450814574532
1
<0.1%
0
0.0%
5.011423844339257
1
<0.1%
0
0.0%
5.012813728263484
1
<0.1%
0
0.0%
5.013634191262915
1
<0.1%
0
0.0%
5.015583542086818
1
<0.1%
0
0.0%
5.02103015152479
1
<0.1%
0
0.0%
5.02137968986759
1
<0.1%
0
0.0%
LARGEST VALUES
30.115735428726765
1
<0.1%
0
0.0%
30.08450010676005
1
<0.1%
0
0.0%
30.078766073693927
1
<0.1%
0
0.0%
30.075581037066783
1
<0.1%
0
0.0%
30.07549948452091
1
<0.1%
0
0.0%
30.074956455294288
1
<0.1%
0
0.0%
30.07398160429234
1
<0.1%
0
0.0%
30.073770676327012
1
<0.1%
0
0.0%
30.0724561138268
1
<0.1%
0
0.0%
30.068235565582015
1
<0.1%
0
0.0%
30.06787664414649
1
<0.1%
0
0.0%
30.067327983309088
1
<0.1%
0
0.0%
30.06704686298839
1
<0.1%
0
0.0%
30.066684788373035
1
<0.1%
0
0.0%
30.065019881237607
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank4_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.79
secondary_cleaner.state.floatbank5_b_level
0.75
secondary_cleaner.state.floatbank3_a_level
0.72
secondary_cleaner.state.floatbank4_b_level
0.70
secondary_cleaner.state.floatbank6_a_air
0.57
rougher.state.floatbank10_f_level
0.51
rougher.state.floatbank10_c_level
0.51
rougher.state.floatbank10_e_level
0.51
rougher.state.floatbank10_d_level
0.51
rougher.state.floatbank10_b_level
0.49
secondary_cleaner.state.floatbank3_b_level
0.41
secondary_cleaner.output.tail_pb
-0.40
rougher.state.floatbank10_b_air
0.37
rougher.state.floatbank10_c_air
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-502.4880065917969
1
<0.1%
0
0.0%
-499.62799046897874
1
<0.1%
0
0.0%
-499.19988571625777
1
<0.1%
0
0.0%
-499.8246411195052
1
<0.1%
0
0.0%
-501.1946803681285
1
<0.1%
0
0.0%
-498.8418242917196
1
<0.1%
0
0.0%
-500.8190998838232
1
<0.1%
0
0.0%
-499.60429205554016
1
<0.1%
0
0.0%
-499.69648580224464
1
<0.1%
0
0.0%
-496.9223740198922
1
<0.1%
0
0.0%
-500.70717813988887
1
<0.1%
0
0.0%
-500.5749244121839
1
<0.1%
0
0.0%
-501.1911029565484
1
<0.1%
0
0.0%
-496.5209679475744
1
<0.1%
0
0.0%
-499.0119734111956
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.7090690926949
1
<0.1%
0
0.0%
-799.7067565920906
1
<0.1%
0
0.0%
-799.6914689548619
1
<0.1%
0
0.0%
-799.6834448858156
1
<0.1%
0
0.0%
-799.6809849594141
1
<0.1%
0
0.0%
-799.6805898442825
1
<0.1%
0
0.0%
-799.6777332477898
1
<0.1%
0
0.0%
-799.6767477664827
1
<0.1%
0
0.0%
-799.6761813176331
1
<0.1%
0
0.0%
-799.6744815361653
1
<0.1%
0
0.0%
-799.6712298245418
1
<0.1%
0
0.0%
-799.6679781129174
1
<0.1%
0
0.0%
-799.6647264012931
1
<0.1%
0
0.0%
-799.662068113031
1
<0.1%
0
0.0%
-799.6614746896691
1
<0.1%
0
0.0%
LARGEST VALUES
-245.23918367959504
1
<0.1%
0
0.0%
-326.00092991415937
1
<0.1%
0
0.0%
-334.92840853087984
1
<0.1%
0
0.0%
-351.92200400141843
1
<0.1%
0
0.0%
-366.99002129322656
1
<0.1%
0
0.0%
-371.0826250012525
1
<0.1%
0
0.0%
-371.8986109413267
1
<0.1%
0
0.0%
-377.7607683178103
1
<0.1%
0
0.0%
-378.0804501644809
1
<0.1%
0
0.0%
-380.056554206431
1
<0.1%
0
0.0%
-381.3935371257669
1
<0.1%
0
0.0%
-382.23132164115486
1
<0.1%
0
0.0%
-383.08984507807406
1
<0.1%
0
0.0%
-383.3730526517188
1
<0.1%
0
0.0%
-384.2112288366944
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank4_b_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.88
secondary_cleaner.state.floatbank4_a_air
0.84
secondary_cleaner.state.floatbank5_a_air
0.80
secondary_cleaner.state.floatbank3_a_air
0.78
secondary_cleaner.state.floatbank3_b_air
0.62
primary_cleaner.state.floatbank8_c_air
0.58
rougher.state.floatbank10_a_air
0.55
rougher.state.floatbank10_a_level
0.52
primary_cleaner.state.floatbank8_a_air
0.51
primary_cleaner.state.floatbank8_b_air
0.51
secondary_cleaner.state.floatbank2_b_air
0.50
secondary_cleaner.state.floatbank2_a_air
0.40
rougher.output.tail_au
-0.33
secondary_cleaner.state.floatbank6_a_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.048810005187988
5
<0.1%
0
0.0%
12.099930763244627
1
<0.1%
0
0.0%
10.971227684478004
1
<0.1%
0
0.0%
10.999287144710694
1
<0.1%
0
0.0%
11.109359517835289
1
<0.1%
0
0.0%
10.97635498563299
1
<0.1%
0
0.0%
11.074278983720191
1
<0.1%
0
0.0%
11.122471550135904
1
<0.1%
0
0.0%
11.08730138216201
1
<0.1%
0
0.0%
11.064838674325848
1
<0.1%
0
0.0%
11.082791215483608
1
<0.1%
0
0.0%
10.931650817864185
1
<0.1%
0
0.0%
10.948880646664646
1
<0.1%
0
0.0%
10.97212179625062
1
<0.1%
0
0.0%
10.951955242501054
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
1
<0.1%
0
0.0%
6.802814105069648e-05
1
<0.1%
0
0.0%
4.815716653285373
1
<0.1%
0
0.0%
4.8185378517850745
1
<0.1%
0
0.0%
4.842002941031707
1
<0.1%
0
0.0%
4.8504974681735735
1
<0.1%
0
0.0%
4.851545350964519
1
<0.1%
0
0.0%
4.8527871148364055
1
<0.1%
0
0.0%
4.856991508415443
1
<0.1%
0
0.0%
4.857583007695324
1
<0.1%
0
0.0%
4.858978273846744
1
<0.1%
0
0.0%
4.859317805289625
1
<0.1%
0
0.0%
4.861451215768565
1
<0.1%
0
0.0%
4.86200541028812
1
<0.1%
0
0.0%
4.86682265502508
1
<0.1%
0
0.0%
LARGEST VALUES
24.00791269093764
1
<0.1%
0
0.0%
24.00372246171239
1
<0.1%
0
0.0%
23.988975806554127
1
<0.1%
0
0.0%
23.98119797954073
1
<0.1%
0
0.0%
23.981054900191868
1
<0.1%
0
0.0%
23.98091182084301
1
<0.1%
0
0.0%
23.98076874149415
1
<0.1%
0
0.0%
23.98062566214529
1
<0.1%
0
0.0%
23.97670449149564
1
<0.1%
0
0.0%
23.976703278506843
1
<0.1%
0
0.0%
23.96115409115324
1
<0.1%
0
0.0%
23.146246072141103
1
<0.1%
0
0.0%
23.14564982242573
1
<0.1%
0
0.0%
23.14493254035296
1
<0.1%
0
0.0%
23.14167426933932
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank4_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_level
0.70
secondary_cleaner.state.floatbank5_a_level
0.55
rougher.state.floatbank10_d_level
0.53
rougher.state.floatbank10_f_level
0.53
rougher.state.floatbank10_c_level
0.53
rougher.state.floatbank10_e_level
0.53
secondary_cleaner.state.floatbank5_b_level
0.52
rougher.state.floatbank10_b_level
0.51
secondary_cleaner.state.floatbank3_a_level
0.47
rougher.input.floatbank10_sulfate
0.42
primary_cleaner.output.tail_pb
-0.38
rougher.input.floatbank11_xanthate
-0.38
primary_cleaner.output.tail_ag
-0.37
rougher.input.floatbank10_xanthate
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-799.86083984375
3
<0.1%
0
0.0%
-504.7159423828125
1
<0.1%
0
0.0%
-399.9517412037754
1
<0.1%
0
0.0%
-399.6625568566464
1
<0.1%
0
0.0%
-400.3140777367448
1
<0.1%
0
0.0%
-400.2763351693391
1
<0.1%
0
0.0%
-399.2315949001392
1
<0.1%
0
0.0%
-400.7271855634542
1
<0.1%
0
0.0%
-399.8492683438344
1
<0.1%
0
0.0%
-400.09232576578313
1
<0.1%
0
0.0%
-396.9254685681997
1
<0.1%
0
0.0%
-402.4214471486738
1
<0.1%
0
0.0%
-400.5112209029864
1
<0.1%
0
0.0%
-399.9178648369413
1
<0.1%
0
0.0%
-399.2531660507059
1
<0.1%
0
0.0%
SMALLEST VALUES
-799.8891125454303
1
<0.1%
0
0.0%
-799.8647193708597
1
<0.1%
0
0.0%
-799.8619814641706
1
<0.1%
0
0.0%
-799.86083984375
3
<0.1%
0
0.0%
-799.8607673255652
1
<0.1%
0
0.0%
-799.8588318533798
1
<0.1%
0
0.0%
-799.8560795036244
1
<0.1%
0
0.0%
-799.8554532584897
1
<0.1%
0
0.0%
-799.853327153869
1
<0.1%
0
0.0%
-799.8505748041138
1
<0.1%
0
0.0%
-799.8489250528087
1
<0.1%
0
0.0%
-799.8478224543584
1
<0.1%
0
0.0%
-799.845070104603
1
<0.1%
0
0.0%
-799.8423968471277
1
<0.1%
0
0.0%
-799.8423177548477
1
<0.1%
0
0.0%
LARGEST VALUES
-145.07108810972608
1
<0.1%
0
0.0%
-163.74224172969102
1
<0.1%
0
0.0%
-175.28477228503448
1
<0.1%
0
0.0%
-176.41132042480206
1
<0.1%
0
0.0%
-189.64798936879453
1
<0.1%
0
0.0%
-193.1128272335071
1
<0.1%
0
0.0%
-194.58959993884812
1
<0.1%
0
0.0%
-202.1265319452568
1
<0.1%
0
0.0%
-219.5057603426004
1
<0.1%
0
0.0%
-234.8266842969317
1
<0.1%
0
0.0%
-235.18429692987897
1
<0.1%
0
0.0%
-237.5914861044492
1
<0.1%
0
0.0%
-237.84077477865776
1
<0.1%
0
0.0%
-240.9948737640221
1
<0.1%
0
0.0%
-247.1400015109287
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank5_a_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.89
secondary_cleaner.state.floatbank4_b_air
0.80
secondary_cleaner.state.floatbank4_a_air
0.77
secondary_cleaner.state.floatbank3_a_air
0.71
primary_cleaner.state.floatbank8_c_air
0.58
primary_cleaner.state.floatbank8_a_air
0.54
primary_cleaner.state.floatbank8_b_air
0.54
secondary_cleaner.state.floatbank3_b_air
0.50
rougher.state.floatbank10_a_level
0.49
rougher.state.floatbank10_a_air
0.46
secondary_cleaner.state.floatbank6_a_air
0.44
secondary_cleaner.state.floatbank2_a_air
0.32
rougher.output.tail_au
-0.31
secondary_cleaner.state.floatbank2_b_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
9.925633430480955
1
<0.1%
0
0.0%
13.998315033196974
1
<0.1%
0
0.0%
14.009129625353829
1
<0.1%
0
0.0%
13.977280482912414
1
<0.1%
0
0.0%
13.9796460736413
1
<0.1%
0
0.0%
13.991274460757277
1
<0.1%
0
0.0%
13.978064129384396
1
<0.1%
0
0.0%
14.008306105471926
1
<0.1%
0
0.0%
14.001757353330186
1
<0.1%
0
0.0%
13.996739011489112
1
<0.1%
0
0.0%
14.014117229652582
1
<0.1%
0
0.0%
14.01430048611926
1
<0.1%
0
0.0%
14.00828973443027
1
<0.1%
0
0.0%
13.983823455784776
1
<0.1%
0
0.0%
14.007803129258455
1
<0.1%
0
0.0%
SMALLEST VALUES
-0.3720539853057329
1
<0.1%
0
0.0%
-0.3719793264694607
1
<0.1%
0
0.0%
-0.3717388157593067
1
<0.1%
0
0.0%
-0.3714983050491525
1
<0.1%
0
0.0%
-0.371490744689409
1
<0.1%
0
0.0%
-0.3712577943389984
1
<0.1%
0
0.0%
-0.3710172836288442
1
<0.1%
0
0.0%
-0.3708644633917443
1
<0.1%
0
0.0%
-0.3707767729186901
1
<0.1%
0
0.0%
-0.3707044832211731
1
<0.1%
0
0.0%
-0.3706460632703692
1
<0.1%
0
0.0%
-0.3705876433195654
1
<0.1%
0
0.0%
-0.370536262208536
1
<0.1%
0
0.0%
-0.3705292233687615
1
<0.1%
0
0.0%
-0.3704708034179577
1
<0.1%
0
0.0%
LARGEST VALUES
43.70993097932247
1
<0.1%
0
0.0%
42.07770131142282
1
<0.1%
0
0.0%
41.44230708299661
1
<0.1%
0
0.0%
40.52765871856556
1
<0.1%
0
0.0%
35.759487472263906
1
<0.1%
0
0.0%
35.475806648769385
1
<0.1%
0
0.0%
33.658571455023
1
<0.1%
0
0.0%
33.47964731684357
1
<0.1%
0
0.0%
33.44190934305264
1
<0.1%
0
0.0%
33.38063946307204
1
<0.1%
0
0.0%
33.326883836190184
1
<0.1%
0
0.0%
33.27412148562297
1
<0.1%
0
0.0%
33.21599602812194
1
<0.1%
0
0.0%
33.21083850517331
1
<0.1%
0
0.0%
33.070593006639896
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank5_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_level
0.88
secondary_cleaner.state.floatbank4_a_level
0.79
secondary_cleaner.state.floatbank3_a_level
0.69
secondary_cleaner.state.floatbank3_b_level
0.59
secondary_cleaner.state.floatbank4_b_level
0.55
secondary_cleaner.state.floatbank6_a_air
0.51
rougher.state.floatbank10_e_level
0.49
rougher.state.floatbank10_f_level
0.49
rougher.state.floatbank10_c_level
0.49
rougher.state.floatbank10_d_level
0.49
rougher.state.floatbank10_b_level
0.47
secondary_cleaner.state.floatbank6_a_level
0.38
secondary_cleaner.output.tail_pb
-0.37
rougher.state.floatbank10_b_air
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.3102111816406
1
<0.1%
0
0.0%
-500.8925926897202
1
<0.1%
0
0.0%
-498.2858867786724
1
<0.1%
0
0.0%
-499.6677612159429
1
<0.1%
0
0.0%
-497.9360927535265
1
<0.1%
0
0.0%
-502.22962001032687
1
<0.1%
0
0.0%
-499.2085448997302
1
<0.1%
0
0.0%
-500.868037823176
1
<0.1%
0
0.0%
-498.8549570471396
1
<0.1%
0
0.0%
-499.3493911223441
1
<0.1%
0
0.0%
-499.5341160882151
1
<0.1%
0
0.0%
-502.2032360691302
1
<0.1%
0
0.0%
-500.9374756374087
1
<0.1%
0
0.0%
-498.377117030717
1
<0.1%
0
0.0%
-500.4890457388238
1
<0.1%
0
0.0%
SMALLEST VALUES
-797.1424746400412
1
<0.1%
0
0.0%
-792.7945383690433
1
<0.1%
0
0.0%
-721.653922114166
1
<0.1%
0
0.0%
-637.398127104607
1
<0.1%
0
0.0%
-620.8324219715212
1
<0.1%
0
0.0%
-610.1954928667627
1
<0.1%
0
0.0%
-606.6627729196282
1
<0.1%
0
0.0%
-606.3013242561867
1
<0.1%
0
0.0%
-606.1312127616249
1
<0.1%
0
0.0%
-605.892732524411
1
<0.1%
0
0.0%
-604.32412473125
1
<0.1%
0
0.0%
-604.2196696778797
1
<0.1%
0
0.0%
-603.7183271177594
1
<0.1%
0
0.0%
-603.5413938453476
1
<0.1%
0
0.0%
-603.2019908302502
1
<0.1%
0
0.0%
LARGEST VALUES
-275.0731254824576
1
<0.1%
0
0.0%
-282.5348684383985
1
<0.1%
0
0.0%
-287.910008568586
1
<0.1%
0
0.0%
-288.9635208463088
1
<0.1%
0
0.0%
-295.0614405556952
1
<0.1%
0
0.0%
-295.3142283997477
1
<0.1%
0
0.0%
-295.5332728731427
1
<0.1%
0
0.0%
-296.20595230959174
1
<0.1%
0
0.0%
-296.36209208577475
1
<0.1%
0
0.0%
-296.72926563750667
1
<0.1%
0
0.0%
-297.3033433198619
1
<0.1%
0
0.0%
-297.34531814922946
1
<0.1%
0
0.0%
-297.42061102873777
1
<0.1%
0
0.0%
-297.48796479481183
1
<0.1%
0
0.0%
-297.7612095254326
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank5_b_air
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_air
0.89
secondary_cleaner.state.floatbank4_b_air
0.88
secondary_cleaner.state.floatbank3_a_air
0.75
secondary_cleaner.state.floatbank4_a_air
0.72
secondary_cleaner.state.floatbank3_b_air
0.63
primary_cleaner.state.floatbank8_c_air
0.54
primary_cleaner.state.floatbank8_a_air
0.49
primary_cleaner.state.floatbank8_b_air
0.48
secondary_cleaner.state.floatbank6_a_air
0.47
rougher.state.floatbank10_a_level
0.47
rougher.state.floatbank10_a_air
0.46
secondary_cleaner.state.floatbank2_b_air
0.42
secondary_cleaner.state.floatbank2_a_air
0.35
secondary_cleaner.state.floatbank3_b_level
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.079666137695312
1
<0.1%
0
0.0%
11.028349286041042
1
<0.1%
0
0.0%
11.018268916069667
1
<0.1%
0
0.0%
11.015455597581983
1
<0.1%
0
0.0%
10.991812373357536
1
<0.1%
0
0.0%
10.99877108388336
1
<0.1%
0
0.0%
10.978675536514624
1
<0.1%
0
0.0%
11.009539728100656
1
<0.1%
0
0.0%
10.97108643776448
1
<0.1%
0
0.0%
11.015962222018803
1
<0.1%
0
0.0%
11.014741649462716
1
<0.1%
0
0.0%
11.013493545743868
1
<0.1%
0
0.0%
11.018720855297207
1
<0.1%
0
0.0%
10.995280539300806
1
<0.1%
0
0.0%
10.992704241335408
1
<0.1%
0
0.0%
SMALLEST VALUES
0.646207673589221
1
<0.1%
0
0.0%
0.6680429497871202
1
<0.1%
0
0.0%
0.6794085861982682
1
<0.1%
0
0.0%
0.6922236329802276
1
<0.1%
0
0.0%
1.3584694111889002
1
<0.1%
0
0.0%
3.145675374630931
1
<0.1%
0
0.0%
3.95181321371536
1
<0.1%
0
0.0%
4.478302506199151
1
<0.1%
0
0.0%
4.5118964791743865
1
<0.1%
0
0.0%
4.8272994105117535
1
<0.1%
0
0.0%
4.836604239899133
1
<0.1%
0
0.0%
4.839181984053709
1
<0.1%
0
0.0%
4.8427097611098775
1
<0.1%
0
0.0%
4.845824142336898
1
<0.1%
0
0.0%
4.846882923396633
1
<0.1%
0
0.0%
LARGEST VALUES
27.926001392585444
1
<0.1%
0
0.0%
24.803683700950074
1
<0.1%
0
0.0%
24.32635992081995
1
<0.1%
0
0.0%
24.20642607183621
1
<0.1%
0
0.0%
24.177105929544464
1
<0.1%
0
0.0%
24.172409532340907
1
<0.1%
0
0.0%
24.17240879497345
1
<0.1%
0
0.0%
24.15667776918953
1
<0.1%
0
0.0%
24.134014814326072
1
<0.1%
0
0.0%
24.121305845280386
1
<0.1%
0
0.0%
24.109766715202216
1
<0.1%
0
0.0%
24.10314538503129
1
<0.1%
0
0.0%
24.095490772343307
1
<0.1%
0
0.0%
24.08847482606641
1
<0.1%
0
0.0%
24.063340787872036
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank5_b_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.88
secondary_cleaner.state.floatbank4_a_level
0.75
secondary_cleaner.state.floatbank3_a_level
0.64
secondary_cleaner.state.floatbank3_b_level
0.53
secondary_cleaner.state.floatbank4_b_level
0.52
secondary_cleaner.state.floatbank6_a_air
0.49
rougher.state.floatbank10_c_level
0.45
rougher.state.floatbank10_d_level
0.45
rougher.state.floatbank10_e_level
0.45
rougher.state.floatbank10_f_level
0.45
rougher.state.floatbank10_b_level
0.43
secondary_cleaner.output.tail_pb
-0.36
secondary_cleaner.state.floatbank6_a_level
0.34
rougher.state.floatbank10_b_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.4709777832031
1
<0.1%
0
0.0%
-500.202029775779
1
<0.1%
0
0.0%
-529.4399796415412
1
<0.1%
0
0.0%
-499.8503344671397
1
<0.1%
0
0.0%
-499.8688595717884
1
<0.1%
0
0.0%
-500.5503778231024
1
<0.1%
0
0.0%
-499.88793861096826
1
<0.1%
0
0.0%
-500.1817221966477
1
<0.1%
0
0.0%
-499.9420707943028
1
<0.1%
0
0.0%
-500.3998673039525
1
<0.1%
0
0.0%
-499.8723979781527
1
<0.1%
0
0.0%
-500.0456695529746
1
<0.1%
0
0.0%
-500.1143715526089
1
<0.1%
0
0.0%
-499.7955291452326
1
<0.1%
0
0.0%
-427.0261226498169
1
<0.1%
0
0.0%
SMALLEST VALUES
-800.0061797584956
1
<0.1%
0
0.0%
-800.0016389589692
1
<0.1%
0
0.0%
-799.9997024072641
1
<0.1%
0
0.0%
-799.9932871827167
1
<0.1%
0
0.0%
-799.9895830856441
1
<0.1%
0
0.0%
-799.9858789885711
1
<0.1%
0
0.0%
-799.9821748914985
1
<0.1%
0
0.0%
-799.9784707944258
1
<0.1%
0
0.0%
-799.9747666973527
1
<0.1%
0
0.0%
-799.9479933744731
1
<0.1%
0
0.0%
-799.9477259025169
1
<0.1%
0
0.0%
-799.7684382473088
1
<0.1%
0
0.0%
-799.3938372625481
1
<0.1%
0
0.0%
-799.2065367701676
1
<0.1%
0
0.0%
-799.0192362777873
1
<0.1%
0
0.0%
LARGEST VALUES
-157.39607088804976
1
<0.1%
0
0.0%
-181.73265971955
1
<0.1%
0
0.0%
-183.4422517938557
1
<0.1%
0
0.0%
-185.72089035413063
1
<0.1%
0
0.0%
-194.1326771868588
1
<0.1%
0
0.0%
-199.2851261893124
1
<0.1%
0
0.0%
-204.42977553247243
1
<0.1%
0
0.0%
-215.9070726272694
1
<0.1%
0
0.0%
-221.6670160340784
1
<0.1%
0
0.0%
-240.8720307287637
1
<0.1%
0
0.0%
-241.2332796555809
1
<0.1%
0
0.0%
-249.9870653047073
1
<0.1%
0
0.0%
-275.25912495807546
1
<0.1%
0
0.0%
-276.2912950254332
1
<0.1%
0
0.0%
-278.098412921295
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank6_a_air
MISSING:
2
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_level
0.57
secondary_cleaner.state.floatbank5_a_level
0.51
secondary_cleaner.output.tail_pb
-0.50
secondary_cleaner.state.floatbank3_a_level
0.50
secondary_cleaner.state.floatbank5_b_level
0.49
secondary_cleaner.state.floatbank5_b_air
0.47
rougher.state.floatbank10_f_level
0.47
rougher.state.floatbank10_e_level
0.47
rougher.state.floatbank10_c_level
0.46
rougher.state.floatbank10_d_level
0.46
rougher.state.floatbank10_b_level
0.46
rougher.state.floatbank10_c_air
0.45
secondary_cleaner.state.floatbank5_a_air
0.44
rougher.state.floatbank10_d_air
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
14.151341438293455
1
<0.1%
0
0.0%
15.007876595132808
1
<0.1%
0
0.0%
14.991722889112468
1
<0.1%
0
0.0%
15.019526113288936
1
<0.1%
0
0.0%
15.002356818233125
1
<0.1%
0
0.0%
14.992177686611008
1
<0.1%
0
0.0%
15.012396895947932
1
<0.1%
0
0.0%
14.999751079214336
1
<0.1%
0
0.0%
15.030353867880594
1
<0.1%
0
0.0%
14.997463689603224
1
<0.1%
0
0.0%
15.012010280886752
1
<0.1%
0
0.0%
15.012037353813565
1
<0.1%
0
0.0%
14.987565865801349
1
<0.1%
0
0.0%
15.005916987238772
1
<0.1%
0
0.0%
15.038816164740634
1
<0.1%
0
0.0%
SMALLEST VALUES
0.195324329874147
1
<0.1%
0
0.0%
0.2058399031592226
1
<0.1%
0
0.0%
0.2145293331680922
1
<0.1%
0
0.0%
0.2174705323782766
1
<0.1%
0
0.0%
0.2291011615973307
1
<0.1%
0
0.0%
0.2309986702502046
1
<0.1%
0
0.0%
0.2385109621517682
1
<0.1%
0
0.0%
0.2407317908163847
1
<0.1%
0
0.0%
0.2469719849224472
1
<0.1%
0
0.0%
0.2523624200354388
1
<0.1%
0
0.0%
0.2595053827713746
1
<0.1%
0
0.0%
0.2639930492544928
1
<0.1%
0
0.0%
0.2756236784735468
1
<0.1%
0
0.0%
0.2794146366768022
1
<0.1%
0
0.0%
0.2850555483533486
1
<0.1%
0
0.0%
LARGEST VALUES
32.1889056610072
1
<0.1%
0
0.0%
32.07560494242695
1
<0.1%
0
0.0%
32.06238837492141
1
<0.1%
0
0.0%
32.042386740680044
1
<0.1%
0
0.0%
32.0370071679653
1
<0.1%
0
0.0%
32.030347588609004
1
<0.1%
0
0.0%
32.02852859701875
1
<0.1%
0
0.0%
32.02724919974018
1
<0.1%
0
0.0%
32.02103194873578
1
<0.1%
0
0.0%
32.020936997523165
1
<0.1%
0
0.0%
32.014162621544926
1
<0.1%
0
0.0%
32.00990952352705
1
<0.1%
0
0.0%
32.00007904368555
1
<0.1%
0
0.0%
31.995711351753364
1
<0.1%
0
0.0%
31.99028406495247
1
<0.1%
0
0.0%
secondary_cleaner.state.floatbank6_a_level
MISSING:
1
(<1%)
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.38
secondary_cleaner.state.floatbank5_b_level
0.34
secondary_cleaner.state.floatbank3_a_level
0.30
secondary_cleaner.state.floatbank3_b_level
0.29
secondary_cleaner.state.floatbank4_b_level
0.28
final.output.concentrate_sol
-0.28
secondary_cleaner.state.floatbank4_a_level
0.26
rougher.state.floatbank10_e_air
0.20
rougher.state.floatbank10_f_air
0.20
primary_cleaner.output.tail_pb
-0.19
rougher.output.concentrate_ag
-0.19
rougher.output.concentrate_sol
-0.19
primary_cleaner.state.floatbank8_b_level
0.19
final.output.tail_pb
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-605.8419799804688
1
<0.1%
0
0.0%
-500.34869023343913
1
<0.1%
0
0.0%
-499.4292707059145
1
<0.1%
0
0.0%
-499.9700665963698
1
<0.1%
0
0.0%
-498.8365267284892
1
<0.1%
0
0.0%
-501.4987524215144
1
<0.1%
0
0.0%
-498.915924666607
1
<0.1%
0
0.0%
-500.5828806772288
1
<0.1%
0
0.0%
-500.1725430205199
1
<0.1%
0
0.0%
-499.425636480123
1
<0.1%
0
0.0%
-500.23951740374673
1
<0.1%
0
0.0%
-500.5719604368397
1
<0.1%
0
0.0%
-499.6492646504258
1
<0.1%
0
0.0%
-499.8089333940249
1
<0.1%
0
0.0%
-499.8959598068672
1
<0.1%
0
0.0%
SMALLEST VALUES
-809.3986675137694
1
<0.1%
0
0.0%
-809.392602390403
1
<0.1%
0
0.0%
-809.3595592107515
1
<0.1%
0
0.0%
-809.0578640961963
1
<0.1%
0
0.0%
-809.0457946741507
1
<0.1%
0
0.0%
-808.7320301375497
1
<0.1%
0
0.0%
-808.4182656009491
1
<0.1%
0
0.0%
-808.2205733973366
1
<0.1%
0
0.0%
-808.1432704822572
1
<0.1%
0
0.0%
-808.1045010643481
1
<0.1%
0
0.0%
-808.0987440790042
1
<0.1%
0
0.0%
-807.7907365277472
1
<0.1%
0
0.0%
-807.4769719911467
1
<0.1%
0
0.0%
-807.1787104451988
1
<0.1%
0
0.0%
-806.4868978908906
1
<0.1%
0
0.0%
LARGEST VALUES
-104.42745915373588
1
<0.1%
0
0.0%
-203.9233801538087
1
<0.1%
0
0.0%
-273.02249778950903
1
<0.1%
0
0.0%
-294.8148791803792
1
<0.1%
0
0.0%
-322.4023265944935
1
<0.1%
0
0.0%
-327.7925929126391
1
<0.1%
0
0.0%
-328.4075752354449
1
<0.1%
0
0.0%
-328.8527631505797
1
<0.1%
0
0.0%
-344.1762470115554
1
<0.1%
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